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@inproceedings{DBLP:conf/icml/000100CHL00L21,
author = {Wenxiao Wang and
Minghao Chen and
Shuai Zhao and
Long Chen and
Jinming Hu and
Haifeng Liu and
Deng Cai and
Xiaofei He and
Wei Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Accelerate CNNs from Three Dimensions: {A} Comprehensive Pruning Framework},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10717--10726},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21e.html},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/000100CHL00L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00010KJS21,
author = {Lingjing Kong and
Tao Lin and
Anastasia Koloskova and
Martin Jaggi and
Sebastian U. Stich},
editor = {Marina Meila and
Tong Zhang},
title = {Consensus Control for Decentralized Deep Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5686--5696},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00010KJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001CR21,
author = {Abhishek Kumar and
Sunabha Chatterjee and
Piyush Rai},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Structural Adaptation for Continual Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5850--5860},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kumar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001CR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001CS21,
author = {Xueyu Mao and
Deepayan Chakrabarti and
Purnamrita Sarkar},
editor = {Marina Meila and
Tong Zhang},
title = {Consistent Nonparametric Methods for Network Assisted Covariate Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7435--7446},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001CS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001F21,
author = {Alexander Levine and
Soheil Feizi},
editor = {Marina Meila and
Tong Zhang},
title = {Improved, Deterministic Smoothing for L\({}_{\mbox{1}}\) Certified
Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6254--6264},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/levine21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001GCIN21,
author = {Jo{\~{a}}o Marques{-}Silva and
Thomas Gerspacher and
Martin C. Cooper and
Alexey Ignatiev and
Nina Narodytska},
editor = {Marina Meila and
Tong Zhang},
title = {Explanations for Monotonic Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7469--7479},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/marques-silva21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001GCIN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001HNMKCWK21,
author = {Alexander Tong and
Guillaume Huguet and
Amine Natik and
Kincaid MacDonald and
Manik Kuchroo and
Ronald R. Coifman and
Guy Wolf and
Smita Krishnaswamy},
editor = {Marina Meila and
Tong Zhang},
title = {Diffusion Earth Mover's Distance and Distribution Embeddings},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10336--10346},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001HNMKCWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001J21,
author = {Andr{\'{a}}s Gy{\"{o}}rgy and
Pooria Joulani},
editor = {Marina Meila and
Tong Zhang},
title = {Adapting to Delays and Data in Adversarial Multi-Armed Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3988--3997},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gyorgy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001J21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LSA21,
author = {Chaoyang He and
Shen Li and
Mahdi Soltanolkotabi and
Salman Avestimehr},
editor = {Marina Meila and
Tong Zhang},
title = {PipeTransformer: Automated Elastic Pipelining for Distributed Training
of Large-scale Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4150--4159},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/he21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001MFK21,
author = {Ehsan Kazemi and
Shervin Minaee and
Moran Feldman and
Amin Karbasi},
editor = {Marina Meila and
Tong Zhang},
title = {Regularized Submodular Maximization at Scale},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5356--5366},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kazemi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001MFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001RGBWR21,
author = {Ben Chamberlain and
James Rowbottom and
Maria I. Gorinova and
Michael M. Bronstein and
Stefan Webb and
Emanuele Rossi},
editor = {Marina Meila and
Tong Zhang},
title = {{GRAND:} Graph Neural Diffusion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1407--1418},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chamberlain21a.html},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001RGBWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001SS21,
author = {Soumya Basu and
Karthik Abinav Sankararaman and
Abishek Sankararaman},
editor = {Marina Meila and
Tong Zhang},
title = {Beyond log\({}^{\mbox{2}}\)(T) regret for decentralized bandits in
matching markets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {705--715},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/basu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001SS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001SS21a,
author = {Geng Ji and
Debora Sujono and
Erik B. Sudderth},
editor = {Marina Meila and
Tong Zhang},
title = {Marginalized Stochastic Natural Gradients for Black-Box Variational
Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4870--4881},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ji21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001SS21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001VK21,
author = {Zhongjie Yu and
Fabrizio Ventola and
Kristian Kersting},
editor = {Marina Meila and
Tong Zhang},
title = {Whittle Networks: {A} Deep Likelihood Model for Time Series},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12177--12186},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yu21c.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001VK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001WM21,
author = {Rong Yin and
Yong Liu and
Weiping Wang and
Dan Meng},
editor = {Marina Meila and
Tong Zhang},
title = {Distributed Nystr{\"{o}}m Kernel Learning with Communications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12019--12028},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yin21a.html},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001WM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001X21,
author = {Shi Li and
Jiayi Xian},
editor = {Marina Meila and
Tong Zhang},
title = {Online Unrelated Machine Load Balancing with Predictions Revisited},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6523--6532},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21w.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001XBHCH21,
author = {Zhiyong Yang and
Qianqian Xu and
Shilong Bao and
Yuan He and
Xiaochun Cao and
Qingming Huang},
editor = {Marina Meila and
Tong Zhang},
title = {When All We Need is a Piece of the Pie: {A} Generic Framework for
Optimizing Two-way Partial {AUC}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11820--11829},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yang21k.html},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001XBHCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001ZLH21,
author = {Wenbo Gong and
Kaibo Zhang and
Yingzhen Li and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
editor = {Marina Meila and
Tong Zhang},
title = {Active Slices for Sliced Stein Discrepancy},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3766--3776},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001ZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001ZSSZSG21,
author = {Yue Wu and
Shuangfei Zhai and
Nitish Srivastava and
Joshua M. Susskind and
Jian Zhang and
Ruslan Salakhutdinov and
Hanlin Goh},
editor = {Marina Meila and
Tong Zhang},
title = {Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11319--11328},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wu21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001ZSSZSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002F21,
author = {Sahil Singla and
Soheil Feizi},
editor = {Marina Meila and
Tong Zhang},
title = {Skew Orthogonal Convolutions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9756--9766},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/singla21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002F21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002VZMMJA21,
author = {Mark Sandler and
Max Vladymyrov and
Andrey Zhmoginov and
Nolan Miller and
Tom Madams and
Andrew Jackson and
Blaise Ag{\"{u}}era y Arcas},
editor = {Marina Meila and
Tong Zhang},
title = {Meta-Learning Bidirectional Update Rules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9288--9300},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sandler21a.html},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002VZMMJA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WHX21,
author = {Wenbo Guo and
Xian Wu and
Sui Huang and
Xinyu Xing},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Policy Learning in Two-player Competitive Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3910--3919},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/guo21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002WHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WQK0WZ021,
author = {Chengyi Wang and
Yu Wu and
Yao Qian and
Ken'ichi Kumatani and
Shujie Liu and
Furu Wei and
Michael Zeng and
Xuedong Huang},
editor = {Marina Meila and
Tong Zhang},
title = {UniSpeech: Unified Speech Representation Learning with Labeled and
Unlabeled Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10937--10947},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21y.html},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002WQK0WZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WYZ21,
author = {Zhao Song and
David P. Woodruff and
Zheng Yu and
Lichen Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Sketching of Polynomial Kernels of Polynomial Degree},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9812--9823},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21c.html},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002WYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002Y21,
author = {Zhao Song and
Zheng Yu},
editor = {Marina Meila and
Tong Zhang},
title = {Oblivious Sketching-based Central Path Method for Linear Programming},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9835--9847},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002ZCCL21,
author = {Xutong Liu and
Jinhang Zuo and
Xiaowei Chen and
Wei Chen and
John C. S. Lui},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-layered Network Exploration via Random Walks: From Offline Optimization
to Online Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7057--7066},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21ae.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002ZCCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/000300LYS21,
author = {Shuo Chen and
Gang Niu and
Chen Gong and
Jun Li and
Jian Yang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Large-Margin Contrastive Learning with Distance Polarization Regularizer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1673--1683},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21n.html},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/000300LYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0003KLG21,
author = {Michael Chang and
Sidhant Kaushik and
Sergey Levine and
Tom Griffiths},
editor = {Marina Meila and
Tong Zhang},
title = {Modularity in Reinforcement Learning via Algorithmic Independence
in Credit Assignment},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1452--1462},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chang21b.html},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0003KLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004H0L0S021,
author = {Dian Chen and
Hongxin Hu and
Qian Wang and
Yinli Li and
Cong Wang and
Chao Shen and
Qi Li},
editor = {Marina Meila and
Tong Zhang},
title = {{CARTL:} Cooperative Adversarially-Robust Transfer Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1640--1650},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21k.html},
timestamp = {Wed, 20 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004H0L0S021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004JLPK21,
author = {Jongmin Lee and
Wonseok Jeon and
Byung{-}Jun Lee and
Joelle Pineau and
Kee{-}Eung Kim},
editor = {Marina Meila and
Tong Zhang},
title = {OptiDICE: Offline Policy Optimization via Stationary Distribution
Correction Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6120--6130},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004JLPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004KSJ21,
author = {Tao Lin and
Sai Praneeth Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Quasi-global Momentum: Accelerating Decentralized Deep Learning on
Heterogeneous Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6654--6665},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004KSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004LSY21,
author = {Zhe Feng and
S{\'{e}}bastien Lahaie and
Jon Schneider and
Jinchao Ye},
editor = {Marina Meila and
Tong Zhang},
title = {Reserve Price Optimization for First Price Auctions in Display Advertising},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3230--3239},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004LSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00050BS21,
author = {Tian Li and
Shengyuan Hu and
Ahmad Beirami and
Virginia Smith},
editor = {Marina Meila and
Tong Zhang},
title = {Ditto: Fair and Robust Federated Learning Through Personalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6357--6368},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00050BS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005C0GWC21,
author = {Gen Li and
Changxiao Cai and
Yuxin Chen and
Yuantao Gu and
Yuting Wei and
Yuejie Chi},
editor = {Marina Meila and
Tong Zhang},
title = {Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6296--6306},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005C0GWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005G21,
author = {Gen Li and
Yuantao Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Theory of Spectral Method for Union of Subspaces-Based Random Geometry
Graph},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6337--6345},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0005YMWZ021,
author = {Xue Yang and
Junchi Yan and
Qi Ming and
Wentao Wang and
Xiaopeng Zhang and
Qi Tian},
editor = {Marina Meila and
Tong Zhang},
title = {Rethinking Rotated Object Detection with Gaussian Wasserstein Distance
Loss},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11830--11841},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yang21l.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0005YMWZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0007YCSMJRT0W21,
author = {Ning Liu and
Geng Yuan and
Zhengping Che and
Xuan Shen and
Xiaolong Ma and
Qing Jin and
Jian Ren and
Jian Tang and
Sijia Liu and
Yanzhi Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7011--7020},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21aa.html},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0007YCSMJRT0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0010R21,
author = {Yiming Zhang and
Keith W. Ross},
editor = {Marina Meila and
Tong Zhang},
title = {On-Policy Deep Reinforcement Learning for the Average-Reward Criterion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12535--12545},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhang21q.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0010R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0019FK021,
author = {Xin Wang and
Shuyi Fan and
Kun Kuang and
Wenwu Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {Explainable Automated Graph Representation Learning with Hyperparameter
Importance},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10727--10737},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0019FK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0020EWTM21,
author = {Hao Wu and
Babak Esmaeili and
Michael L. Wick and
Jean{-}Baptiste Tristan and
Jan{-}Willem van de Meent},
editor = {Marina Meila and
Tong Zhang},
title = {Conjugate Energy-Based Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11228--11239},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wu21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0020EWTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbdolshahLK0RV21,
author = {Majid Abdolshah and
Hung Le and
Thommen George Karimpanal and
Sunil Gupta and
Santu Rana and
Svetha Venkatesh},
editor = {Marina Meila and
Tong Zhang},
title = {A New Representation of Successor Features for Transfer across Dissimilar
Environments},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1--9},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/abdolshah21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AbdolshahLK0RV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbeyrathnaBGGGJ21,
author = {Kuruge Darshana Abeyrathna and
Bimal Bhattarai and
Morten Goodwin and
Saeed Rahimi Gorji and
Ole{-}Christoffer Granmo and
Lei Jiao and
Rupsa Saha and
Rohan Kumar Yadav},
editor = {Marina Meila and
Tong Zhang},
title = {Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting
Almost Constant-Time Scaling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10--20},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/abeyrathna21a.html},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbeyrathnaBGGGJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcarZS21,
author = {Durmus Alp Emre Acar and
Ruizhao Zhu and
Venkatesh Saligrama},
editor = {Marina Meila and
Tong Zhang},
title = {Memory Efficient Online Meta Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {32--42},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/acar21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcarZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcarZZNMWS21,
author = {Durmus Alp Emre Acar and
Yue Zhao and
Ruizhao Zhu and
Ramon Matas Navarro and
Matthew Mattina and
Paul N. Whatmough and
Venkatesh Saligrama},
editor = {Marina Meila and
Tong Zhang},
title = {Debiasing Model Updates for Improving Personalized Federated Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {21--31},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/acar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcarZZNMWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcharyaSZ21,
author = {Jayadev Acharya and
Ziteng Sun and
Huanyu Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Testing and Estimation under Manipulation Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {43--53},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/acharya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcharyaSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AchituveNYCF21,
author = {Idan Achituve and
Aviv Navon and
Yochai Yemini and
Gal Chechik and
Ethan Fetaya},
editor = {Marina Meila and
Tong Zhang},
title = {GP-Tree: {A} Gaussian Process Classifier for Few-Shot Incremental
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {54--65},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/achituve21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AchituveNYCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcunaZLF21,
author = {David Acuna and
Guojun Zhang and
Marc T. Law and
Sanja Fidler},
editor = {Marina Meila and
Tong Zhang},
title = {f-Domain Adversarial Learning: Theory and Algorithms},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {66--75},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/acuna21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcunaZLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AfcharGH21,
author = {Darius Afchar and
Vincent Guigue and
Romain Hennequin},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Rigorous Interpretations: a Formalisation of Feature Attribution},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {76--86},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/afchar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AfcharGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalGZ21,
author = {Naman Agarwal and
Surbhi Goel and
Cyril Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Acceleration via Fractal Learning Rate Schedules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {87--99},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/agarwal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalHMS21,
author = {Naman Agarwal and
Elad Hazan and
Anirudha Majumdar and
Karan Singh},
editor = {Marina Meila and
Tong Zhang},
title = {A Regret Minimization Approach to Iterative Learning Control},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {100--109},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/agarwal21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalHMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalJAU0L21,
author = {Sushant Agarwal and
Shahin Jabbari and
Chirag Agarwal and
Sohini Upadhyay and
Steven Wu and
Himabindu Lakkaraju},
editor = {Marina Meila and
Tong Zhang},
title = {Towards the Unification and Robustness of Perturbation and Gradient
Based Explanations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {110--119},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/agarwal21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalJAU0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AggarwalKXFT21,
author = {Abhinav Aggarwal and
Shiva Prasad Kasiviswanathan and
Zekun Xu and
Oluwaseyi Feyisetan and
Nathanael Teissier},
editor = {Marina Meila and
Tong Zhang},
title = {Label Inference Attacks from Log-loss Scores},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {120--129},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aggarwal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AggarwalKXFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AitchisonYO21,
author = {Laurence Aitchison and
Adam X. Yang and
Sebastian W. Ober},
editor = {Marina Meila and
Tong Zhang},
title = {Deep Kernel Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {130--140},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aitchison21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AitchisonYO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Akbari0BK21,
author = {Ali Akbari and
Muhammad Awais and
Manijeh Bashar and
Josef Kittler},
editor = {Marina Meila and
Tong Zhang},
title = {How Does Loss Function Affect Generalization Performance of Deep Learning?
Application to Human Age Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {141--151},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/akbari21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Akbari0BK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AkiyamaS21,
author = {Shunta Akiyama and
Taiji Suzuki},
editor = {Marina Meila and
Tong Zhang},
title = {On Learnability via Gradient Method for Two-Layer ReLU Neural Networks
in Teacher-Student Setting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {152--162},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/akiyama21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AkiyamaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AladagoT21,
author = {Maxwell Mbabilla Aladago and
Lorenzo Torresani},
editor = {Marina Meila and
Tong Zhang},
title = {Slot Machines: Discovering Winning Combinations of Random Weights
in Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {163--174},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aladago21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AladagoT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AletLKNSLKT21,
author = {Ferran Alet and
Javier Lopez{-}Contreras and
James Koppel and
Maxwell I. Nye and
Armando Solar{-}Lezama and
Tom{\'{a}}s Lozano{-}P{\'{e}}rez and
Leslie Pack Kaelbling and
Joshua B. Tenenbaum},
editor = {Marina Meila and
Tong Zhang},
title = {A large-scale benchmark for few-shot program induction and synthesis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {175--186},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/alet21a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AletLKNSLKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlievaCD21,
author = {Ayya Alieva and
Ashok Cutkosky and
Abhimanyu Das},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Pure Exploration in Linear Bandits with Limited Budget},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {187--195},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/alieva21a.html},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlievaCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlimisisDA21,
author = {Foivos Alimisis and
Peter Davies and
Dan Alistarh},
editor = {Marina Meila and
Tong Zhang},
title = {Communication-Efficient Distributed Optimization with Quantized Preconditioners},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {196--206},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/alimisis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlimisisDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Alquier21,
author = {Pierre Alquier},
editor = {Marina Meila and
Tong Zhang},
title = {Non-Exponentially Weighted Aggregation: Regret Bounds for Unbounded
Loss Functions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {207--218},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/alquier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Alquier21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Alvarez-MelisF21,
author = {David Alvarez{-}Melis and
Nicol{\`{o}} Fusi},
editor = {Marina Meila and
Tong Zhang},
title = {Dataset Dynamics via Gradient Flows in Probability Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {219--230},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/alvarez-melis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Alvarez-MelisF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmanatidisFLLMR21,
author = {Georgios Amanatidis and
Federico Fusco and
Philip Lazos and
Stefano Leonardi and
Alberto Marchetti{-}Spaccamela and
Rebecca Reiffenh{\"{a}}user},
editor = {Marina Meila and
Tong Zhang},
title = {Submodular Maximization subject to a Knapsack Constraint: Combinatorial
Algorithms with Near-optimal Adaptive Complexity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {231--242},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/amanatidis21a.html},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmanatidisFLLMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmaniT021,
author = {Sanae Amani and
Christos Thrampoulidis and
Lin Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Safe Reinforcement Learning with Linear Function Approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {243--253},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/amani21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmaniT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmbrogioniSG21,
author = {Luca Ambrogioni and
Gianluigi Silvestri and
Marcel van Gerven},
editor = {Marina Meila and
Tong Zhang},
title = {Automatic variational inference with cascading flows},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {254--263},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ambrogioni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmbrogioniSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmentG21,
author = {Sebastian E. Ament and
Carla P. Gomes},
editor = {Marina Meila and
Tong Zhang},
title = {Sparse Bayesian Learning via Stepwise Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {264--274},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ament21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmentG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AminGASP21,
author = {Susan Amin and
Maziar Gomrokchi and
Hossein Aboutalebi and
Harsh Satija and
Doina Precup},
editor = {Marina Meila and
Tong Zhang},
title = {Locally Persistent Exploration in Continuous Control Tasks with Sparse
Rewards},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {275--285},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/amin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AminGASP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnandP21,
author = {Nishanth V. Anand and
Doina Precup},
editor = {Marina Meila and
Tong Zhang},
title = {Preferential Temporal Difference Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {286--296},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/anand21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AnandP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndinoKOV21,
author = {Fidel Ernesto Diaz Andino and
Maria Kokkou and
Mateus de Oliveira Oliveira and
Farhad Vadiee},
editor = {Marina Meila and
Tong Zhang},
title = {Unitary Branching Programs: Learnability and Lower Bounds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {297--306},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/andino21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AndinoKOV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Araki0VDFR21,
author = {Brandon Araki and
Xiao Li and
Kiran Vodrahalli and
Jonathan A. DeCastro and
Micah J. Fry and
Daniela Rus},
editor = {Marina Meila and
Tong Zhang},
title = {The Logical Options Framework},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {307--317},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/araki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Araki0VDFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArbelMD21,
author = {Michael Arbel and
Alexander G. de G. Matthews and
Arnaud Doucet},
editor = {Marina Meila and
Tong Zhang},
title = {Annealed Flow Transport Monte Carlo},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {318--330},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arbel21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArbelMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArbourDS21,
author = {David Arbour and
Drew Dimmery and
Arjun Sondhi},
editor = {Marina Meila and
Tong Zhang},
title = {Permutation Weighting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {331--341},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arbour21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArbourDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArnouldBS21,
author = {Ludovic Arnould and
Claire Boyer and
Erwan Scornet},
editor = {Marina Meila and
Tong Zhang},
title = {Analyzing the tree-layer structure of Deep Forests},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {342--350},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arnould21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArnouldBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AroraBMS21,
author = {Raman Arora and
Peter L. Bartlett and
Poorya Mianjy and
Nathan Srebro},
editor = {Marina Meila and
Tong Zhang},
title = {Dropout: Explicit Forms and Capacity Control},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {351--361},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arora21a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AroraBMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArtemevBW21,
author = {Artem Artemev and
David R. Burt and
Mark van der Wilk},
editor = {Marina Meila and
Tong Zhang},
title = {Tighter Bounds on the Log Marginal Likelihood of Gaussian Process
Regression Using Conjugate Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {362--372},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/artemev21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArtemevBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArumugamR21,
author = {Dilip Arumugam and
Benjamin Van Roy},
editor = {Marina Meila and
Tong Zhang},
title = {Deciding What to Learn: {A} Rate-Distortion Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {373--382},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/arumugam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArumugamR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsiD0JT21,
author = {Hilal Asi and
John C. Duchi and
Alireza Fallah and
Omid Javidbakht and
Kunal Talwar},
editor = {Marina Meila and
Tong Zhang},
title = {Private Adaptive Gradient Methods for Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {383--392},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/asi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsiD0JT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsiFKT21,
author = {Hilal Asi and
Vitaly Feldman and
Tomer Koren and
Kunal Talwar},
editor = {Marina Meila and
Tong Zhang},
title = {Private Stochastic Convex Optimization: Optimal Rates in {L1} Geometry},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {393--403},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/asi21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsiFKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AtsidakouP0CS21,
author = {Alexia Atsidakou and
Orestis Papadigenopoulos and
Soumya Basu and
Constantine Caramanis and
Sanjay Shakkottai},
editor = {Marina Meila and
Tong Zhang},
title = {Combinatorial Blocking Bandits with Stochastic Delays},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {404--413},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/atsidakou21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AtsidakouP0CS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Audiffren21,
author = {Julien Audiffren},
editor = {Marina Meila and
Tong Zhang},
title = {Dichotomous Optimistic Search to Quantify Human Perception},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {414--424},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/audiffren21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Audiffren21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvdiukhinK21,
author = {Dmitrii Avdiukhin and
Shiva Prasad Kasiviswanathan},
editor = {Marina Meila and
Tong Zhang},
title = {Federated Learning under Arbitrary Communication Patterns},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {425--435},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/avdiukhin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvdiukhinK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AvivHSL21,
author = {Rotem Zamir Aviv and
Ido Hakimi and
Assaf Schuster and
Kfir Yehuda Levy},
editor = {Marina Meila and
Tong Zhang},
title = {Asynchronous Distributed Learning : Adapting to Gradient Delays without
Prior Knowledge},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {436--445},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aviv21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AvivHSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AxiotisK0SV21,
author = {Kyriakos Axiotis and
Adam Karczmarz and
Anish Mukherjee and
Piotr Sankowski and
Adrian Vladu},
editor = {Marina Meila and
Tong Zhang},
title = {Decomposable Submodular Function Minimization via Maximum Flow},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {446--456},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/axiotis21a.html},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AxiotisK0SV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AydoreBKKM0S21,
author = {Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Krishnaram Kenthapadi and
Luca Melis and
Aaron Roth and
Amaresh Ankit Siva},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Query Release Through Adaptive Projection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {457--467},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aydore21a.html},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AydoreBKKM0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AzulayMNWSGS21,
author = {Shahar Azulay and
Edward Moroshko and
Mor Shpigel Nacson and
Blake E. Woodworth and
Nathan Srebro and
Amir Globerson and
Daniel Soudry},
editor = {Marina Meila and
Tong Zhang},
title = {On the Implicit Bias of Initialization Shape: Beyond Infinitesimal
Mirror Descent},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {468--477},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/azulay21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AzulayMNWSGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BabaieeHLRG21,
author = {Zahra Babaiee and
Ramin M. Hasani and
Mathias Lechner and
Daniela Rus and
Radu Grosu},
editor = {Marina Meila and
Tong Zhang},
title = {On-Off Center-Surround Receptive Fields for Accurate and Robust Image
Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {478--489},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/babaiee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BabaieeHLRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmannMH21,
author = {Gregor Bachmann and
Seyed{-}Mohsen Moosavi{-}Dezfooli and
Thomas Hofmann},
editor = {Marina Meila and
Tong Zhang},
title = {Uniform Convergence, Adversarial Spheres and a Simple Remedy},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {490--499},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bachmann21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmannMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BackursIMW21,
author = {Arturs Backurs and
Piotr Indyk and
Cameron Musco and
Tal Wagner},
editor = {Marina Meila and
Tong Zhang},
title = {Faster Kernel Matrix Algebra via Density Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {500--510},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/backurs21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BackursIMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BadrinathK21,
author = {Kishan Panaganti Badrinath and
Dileep Kalathil},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Reinforcement Learning using Least Squares Policy Iteration
with Provable Performance Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {511--520},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/badrinath21a.html},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BadrinathK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BagariaS021,
author = {Akhil Bagaria and
Jason K. Senthil and
George Konidaris},
editor = {Marina Meila and
Tong Zhang},
title = {Skill Discovery for Exploration and Planning using Deep Skill Graphs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {521--531},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bagaria21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BagariaS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BahriJ21,
author = {Dara Bahri and
Heinrich Jiang},
editor = {Marina Meila and
Tong Zhang},
title = {Locally Adaptive Label Smoothing Improves Predictive Churn},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {532--542},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bahri21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BahriJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiCZZLKWX21,
author = {Yu Bai and
Minshuo Chen and
Pan Zhou and
Tuo Zhao and
Jason D. Lee and
Sham M. Kakade and
Huan Wang and
Caiming Xiong},
editor = {Marina Meila and
Tong Zhang},
title = {How Important is the Train-Validation Split in Meta-Learning?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {543--553},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21a.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiCZZLKWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiKK21,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
editor = {Marina Meila and
Tong Zhang},
title = {Stabilizing Equilibrium Models by Jacobian Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {554--565},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiMWX21,
author = {Yu Bai and
Song Mei and
Huan Wang and
Caiming Xiong},
editor = {Marina Meila and
Tong Zhang},
title = {Don't Just Blame Over-parametrization for Over-confidence: Theoretical
Analysis of Calibration in Binary Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {566--576},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21c.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiMWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiWHHG0W21,
author = {Chenjia Bai and
Lingxiao Wang and
Lei Han and
Jianye Hao and
Animesh Garg and
Peng Liu and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Principled Exploration via Optimistic Bootstrapping and Backward Induction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {577--587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21d.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaiWHHG0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiXS021,
author = {Yunsheng Bai and
Derek Xu and
Yizhou Sun and
Wei Wang},
editor = {Marina Meila and
Tong Zhang},
title = {GLSearch: Maximum Common Subgraph Detection via Learning to Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {588--598},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiXS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalcilarHGVAH21,
author = {Muhammet Balcilar and
Pierre H{\'{e}}roux and
Benoit Ga{\"{u}}z{\`{e}}re and
Pascal Vasseur and
S{\'{e}}bastien Adam and
Paul Honeine},
editor = {Marina Meila and
Tong Zhang},
title = {Breaking the Limits of Message Passing Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {599--608},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/balcilar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalcilarHGVAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalkanskiQS21,
author = {Eric Balkanski and
Sharon Qian and
Yaron Singer},
editor = {Marina Meila and
Tong Zhang},
title = {Instance Specific Approximations for Submodular Maximization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {609--618},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/balkanski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalkanskiQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BallLPR21,
author = {Philip J. Ball and
Cong Lu and
Jack Parker{-}Holder and
Stephen J. Roberts},
editor = {Marina Meila and
Tong Zhang},
title = {Augmented World Models Facilitate Zero-Shot Dynamics Generalization
From a Single Offline Environment},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {619--629},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ball21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BallLPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalseiroLM21,
author = {Santiago R. Balseiro and
Haihao Lu and
Vahab S. Mirrokni},
editor = {Marina Meila and
Tong Zhang},
title = {Regularized Online Allocation Problems: Fairness and Beyond},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {630--639},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/balseiro21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalseiroLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bao0LHZ021,
author = {Fan Bao and
Kun Xu and
Chongxuan Li and
Lanqing Hong and
Jun Zhu and
Bo Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Variational (Gradient) Estimate of the Score Function in Energy-based
Latent Variable Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {651--661},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bao21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bao0LHZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaoCB21,
author = {Yujia Bao and
Shiyu Chang and
Regina Barzilay},
editor = {Marina Meila and
Tong Zhang},
title = {Predict then Interpolate: {A} Simple Algorithm to Learn Stable Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {640--650},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaoCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarH0RCDG21,
author = {Amir Bar and
Roei Herzig and
Xiaolong Wang and
Anna Rohrbach and
Gal Chechik and
Trevor Darrell and
Amir Globerson},
editor = {Marina Meila and
Tong Zhang},
title = {Compositional Video Synthesis with Action Graphs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {662--673},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarH0RCDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarakS21,
author = {Nadav Barak and
Sivan Sabato},
editor = {Marina Meila and
Tong Zhang},
title = {Approximating a Distribution Using Weight Queries},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {674--683},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/barak21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarakS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaranwalFJ21,
author = {Aseem Baranwal and
Kimon Fountoulakis and
Aukosh Jagannath},
editor = {Marina Meila and
Tong Zhang},
title = {Graph Convolution for Semi-Supervised Classification: Improved Linear
Separability and Out-of-Distribution Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {684--693},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/baranwal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaranwalFJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BartanP21,
author = {Burak Bartan and
Mert Pilanci},
editor = {Marina Meila and
Tong Zhang},
title = {Training Quantized Neural Networks to Global Optimality via Semidefinite
Programming},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {694--704},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bartan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BartanP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaudryGKM21,
author = {Dorian Baudry and
Romain Gautron and
Emilie Kaufmann and
Odalric Maillard},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Thompson Sampling strategies for support-aware CVaR bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {716--726},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/baudry21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaudryGKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaudryRC21,
author = {Dorian Baudry and
Yoan Russac and
Olivier Capp{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {On Limited-Memory Subsampling Strategies for Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {727--737},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/baudry21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaudryRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BauerM21,
author = {Matthias Bauer and
Andriy Mnih},
editor = {Marina Meila and
Tong Zhang},
title = {Generalized Doubly Reparameterized Gradient Estimators},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {738--747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bauer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BauerM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeainiPLHCL21,
author = {Dominique Beaini and
Saro Passaro and
Vincent L{\'{e}}tourneau and
William L. Hamilton and
Gabriele Corso and
Pietro Li{\'{o}}},
editor = {Marina Meila and
Tong Zhang},
title = {Directional Graph Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {748--758},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/beani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeainiPLHCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeguelinTPK21,
author = {Santiago Zanella B{\'{e}}guelin and
Shruti Tople and
Andrew Paverd and
Boris K{\"{o}}pf},
editor = {Marina Meila and
Tong Zhang},
title = {Grey-box Extraction of Natural Language Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12278--12286},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zanella-beguelin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeguelinTPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BellotS21,
author = {Alexis Bellot and
Mihaela van der Schaar},
editor = {Marina Meila and
Tong Zhang},
title = {Policy Analysis using Synthetic Controls in Continuous-Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {759--768},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bellot21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BellotS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BentonMLW21,
author = {Gregory W. Benton and
Wesley J. Maddox and
Sanae Lotfi and
Andrew Gordon Wilson},
editor = {Marina Meila and
Tong Zhang},
title = {Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {769--779},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/benton21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BentonMLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BerabiHRV21,
author = {Berkay Berabi and
Jingxuan He and
Veselin Raychev and
Martin T. Vechev},
editor = {Marina Meila and
Tong Zhang},
title = {TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {780--791},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/berabi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BerabiHRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BerrevoetsAQJGS21,
author = {Jeroen Berrevoets and
Ahmed M. Alaa and
Zhaozhi Qian and
James Jordon and
Alexander E. S. Gimson and
Mihaela van der Schaar},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Queueing Policies for Organ Transplantation Allocation using
Interpretable Counterfactual Survival Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {792--802},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/berrevoets21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BerrevoetsAQJGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BertailCGN21,
author = {Patrice Bertail and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Yannick Guyonvarch and
Nathan Noiry},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from Biased Data: {A} Semi-Parametric Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {803--812},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bertail21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BertailCGN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BertasiusWT21,
author = {Gedas Bertasius and
Heng Wang and
Lorenzo Torresani},
editor = {Marina Meila and
Tong Zhang},
title = {Is Space-Time Attention All You Need for Video Understanding?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {813--824},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bertasius21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BertasiusWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Berthon00LS21,
author = {Antonin Berthon and
Bo Han and
Gang Niu and
Tongliang Liu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Confidence Scores Make Instance-dependent Label-noise Learning Possible},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {825--836},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/berthon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Berthon00LS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BevilacquaZ021,
author = {Beatrice Bevilacqua and
Yangze Zhou and
Bruno Ribeiro},
editor = {Marina Meila and
Tong Zhang},
title = {Size-Invariant Graph Representations for Graph Classification Extrapolations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {837--851},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bevilacqua21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BevilacquaZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhadaneWA21,
author = {Sourbh Bhadane and
Aaron B. Wagner and
Jayadev Acharya},
editor = {Marina Meila and
Tong Zhang},
title = {Principal Bit Analysis: Autoencoding with Schur-Concave Loss},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {852--862},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bhadane21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhadaneWA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhagojiCSM21,
author = {Arjun Nitin Bhagoji and
Daniel Cullina and
Vikash Sehwag and
Prateek Mittal},
editor = {Marina Meila and
Tong Zhang},
title = {Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {863--873},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bhagoji21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhagojiCSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhaskaraRW21,
author = {Aditya Bhaskara and
Aravinda Kanchana Ruwanpathirana and
Maheshakya Wijewardena},
editor = {Marina Meila and
Tong Zhang},
title = {Additive Error Guarantees for Weighted Low Rank Approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {874--883},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bhaskara21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhaskaraRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhattacharjeeJC21,
author = {Robi Bhattacharjee and
Somesh Jha and
Kamalika Chaudhuri},
editor = {Marina Meila and
Tong Zhang},
title = {Sample Complexity of Robust Linear Classification on Separated Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {884--893},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bhattacharjee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhattacharjeeJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhattacharyyaK021,
author = {Chiranjib Bhattacharyya and
Ravindran Kannan and
Amit Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {Finding k in Latent k- polytope},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {894--903},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bhattacharyya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhattacharyyaK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiWSC0G21,
author = {Hangrui Bi and
Hengyi Wang and
Chence Shi and
Connor W. Coley and
Jian Tang and
Hongyu Guo},
editor = {Marina Meila and
Tong Zhang},
title = {Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {904--913},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BiWSC0G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiedenkappRHL21,
author = {Andr{\'{e}} Biedenkapp and
Raghu Rajan and
Frank Hutter and
Marius Lindauer},
editor = {Marina Meila and
Tong Zhang},
title = {TempoRL: Learning When to Act},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {914--924},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/biedenkapp21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BiedenkappRHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BielawskiCFKMP21,
author = {Jakub Bielawski and
Thiparat Chotibut and
Fryderyk Falniowski and
Grzegorz Kosiorowski and
Michal Misiurewicz and
Georgios Piliouras},
editor = {Marina Meila and
Tong Zhang},
title = {Follow-the-Regularized-Leader Routes to Chaos in Routing Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {925--935},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bielawski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BielawskiCFKMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiggioBNLP21,
author = {Luca Biggio and
Tommaso Bendinelli and
Alexander Neitz and
Aur{\'{e}}lien Lucchi and
Giambattista Parascandolo},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Symbolic Regression that scales},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {936--945},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/biggio21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BiggioBNLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Biggs0E21,
author = {Max Biggs and
Wei Sun and
Markus Ettl},
editor = {Marina Meila and
Tong Zhang},
title = {Model Distillation for Revenue Optimization: Interpretable Personalized
Pricing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {946--956},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/biggs21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Biggs0E21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BilosG21,
author = {Marin Bilos and
Stephan G{\"{u}}nnemann},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Normalizing Flows for Permutation Invariant Densities},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {957--967},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bilos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BilosG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BistritzB21,
author = {Ilai Bistritz and
Nicholas Bambos},
editor = {Marina Meila and
Tong Zhang},
title = {Online Learning for Load Balancing of Unknown Monotone Resource Allocation
Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {968--979},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bistritz21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BistritzB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BjorckCSGW21,
author = {Johan Bj{\"{o}}rck and
Xiangyu Chen and
Christopher De Sa and
Carla P. Gomes and
Kilian Q. Weinberger},
editor = {Marina Meila and
Tong Zhang},
title = {Low-Precision Reinforcement Learning: Running Soft Actor-Critic in
Half Precision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {980--991},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bjorck21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BjorckCSGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlalockG21,
author = {Davis W. Blalock and
John V. Guttag},
editor = {Marina Meila and
Tong Zhang},
title = {Multiplying Matrices Without Multiplying},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {992--1004},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/blalock21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlalockG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlumHPS21,
author = {Avrim Blum and
Nika Haghtalab and
Richard Lanas Phillips and
Han Shao},
editor = {Marina Meila and
Tong Zhang},
title = {One for One, or All for All: Equilibria and Optimality of Collaboration
in Federated Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1005--1014},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/blum21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlumHPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodinDCE21,
author = {Erik Bodin and
Zhenwen Dai and
Neill W. Campbell and
Carl Henrik Ek},
editor = {Marina Meila and
Tong Zhang},
title = {Black-box density function estimation using recursive partitioning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1015--1025},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bodin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodinDCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodnarF0OMLB21,
author = {Cristian Bodnar and
Fabrizio Frasca and
Yuguang Wang and
Nina Otter and
Guido F. Mont{\'{u}}far and
Pietro Li{\'{o}} and
Michael M. Bronstein},
editor = {Marina Meila and
Tong Zhang},
title = {Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1026--1037},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bodnar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodnarF0OMLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BondesanW21,
author = {Roberto Bondesan and
Max Welling},
editor = {Marina Meila and
Tong Zhang},
title = {The Hintons in your Neural Network: a Quantum Field Theory View of
Deep Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1038--1048},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bondesan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BondesanW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrandfonbrenerW21,
author = {David Brandfonbrener and
William F. Whitney and
Rajesh Ranganath and
Joan Bruna},
editor = {Marina Meila and
Tong Zhang},
title = {Offline Contextual Bandits with Overparameterized Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1049--1058},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brandfonbrener21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrandfonbrenerW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrockDSS21,
author = {Andy Brock and
Soham De and
Samuel L. Smith and
Karen Simonyan},
editor = {Marina Meila and
Tong Zhang},
title = {High-Performance Large-Scale Image Recognition Without Normalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1059--1071},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brock21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrockDSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrofosL21,
author = {James A. Brofos and
Roy R. Lederman},
editor = {Marina Meila and
Tong Zhang},
title = {Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian
Monte Carlo},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1072--1081},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brofos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrofosL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrooksRLS21,
author = {Ethan A. Brooks and
Janarthanan Rajendran and
Richard L. Lewis and
Satinder Singh},
editor = {Marina Meila and
Tong Zhang},
title = {Reinforcement Learning of Implicit and Explicit Control Flow Instructions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1082--1091},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brooks21a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrooksRLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrophyL21,
author = {Jonathan Brophy and
Daniel Lowd},
editor = {Marina Meila and
Tong Zhang},
title = {Machine Unlearning for Random Forests},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1092--1104},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brophy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrophyL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrownSDN21,
author = {Daniel S. Brown and
Jordan Schneider and
Anca D. Dragan and
Scott Niekum},
editor = {Marina Meila and
Tong Zhang},
title = {Value Alignment Verification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1105--1115},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/brown21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrownSDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bruns-Smith21,
author = {David Bruns{-}Smith},
editor = {Marina Meila and
Tong Zhang},
title = {Model-Free and Model-Based Policy Evaluation when Causality is Uncertain},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1116--1126},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bruns-smith21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bruns-Smith21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Buet-Golfouse21,
author = {Francois Buet{-}Golfouse},
editor = {Marina Meila and
Tong Zhang},
title = {Narrow Margins: Classification, Margins and Fat Tails},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1127--1135},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/buet-golfouse21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Buet-Golfouse21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bun0K21,
author = {Mark Bun and
Marek Eli{\'{a}}s and
Janardhan Kulkarni},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Correlation Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1136--1146},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bun21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bun0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CabannnesBR21,
author = {Vivien A. Cabannes and
Francis R. Bach and
Alessandro Rudi},
editor = {Marina Meila and
Tong Zhang},
title = {Disambiguation of Weak Supervision leading to Exponential Convergence
rates},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1147--1157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cabannnes21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CabannnesBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiCB21,
author = {Diana Cai and
Trevor Campbell and
Tamara Broderick},
editor = {Marina Meila and
Tong Zhang},
title = {Finite mixture models do not reliably learn the number of components},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1158--1169},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiGLL21,
author = {Tianle Cai and
Ruiqi Gao and
Jason D. Lee and
Qi Lei},
editor = {Marina Meila and
Tong Zhang},
title = {A Theory of Label Propagation for Subpopulation Shift},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1170--1182},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiGLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiGS21,
author = {Xu Cai and
Selwyn Gomes and
Jonathan Scarlett},
editor = {Marina Meila and
Tong Zhang},
title = {Lenient Regret and Good-Action Identification in Gaussian Process
Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1183--1192},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiLMY21,
author = {HanQin Cai and
Yuchen Lou and
Daniel McKenzie and
Wotao Yin},
editor = {Marina Meila and
Tong Zhang},
title = {A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box
Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1193--1203},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiLMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiLXHL021,
author = {Tianle Cai and
Shengjie Luo and
Keyulu Xu and
Di He and
Tie{-}Yan Liu and
Liwei Wang},
editor = {Marina Meila and
Tong Zhang},
title = {GraphNorm: {A} Principled Approach to Accelerating Graph Neural Network
Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1204--1215},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21e.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiLXHL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiS21,
author = {Xu Cai and
Jonathan Scarlett},
editor = {Marina Meila and
Tong Zhang},
title = {On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1216--1226},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CamilleriJK21,
author = {Romain Camilleri and
Kevin Jamieson and
Julian Katz{-}Samuels},
editor = {Marina Meila and
Tong Zhang},
title = {High-dimensional Experimental Design and Kernel Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1227--1237},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/camilleri21a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CamilleriJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CampbellCSHZ21,
author = {Andrew Campbell and
Wenlong Chen and
Vincent Stimper and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Yichuan Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter
Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1238--1248},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/campbell21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CampbellCSHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CamutoWZHGS21,
author = {Alexander Camuto and
Xiaoyu Wang and
Lingjiong Zhu and
Chris C. Holmes and
Mert G{\"{u}}rb{\"{u}}zbalaban and
Umut Simsekli},
editor = {Marina Meila and
Tong Zhang},
title = {Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1249--1260},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/camuto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CamutoWZHGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoDCCMS21,
author = {Yue Cao and
Payel Das and
Vijil Chenthamarakshan and
Pin{-}Yu Chen and
Igor Melnyk and
Yang Shen},
editor = {Marina Meila and
Tong Zhang},
title = {Fold2Seq: {A} Joint Sequence(1D)-Fold(3D) Embedding-based Generative
Model for Protein Design},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1261--1271},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cao21a.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaoDCCMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoFX00S21,
author = {Yuzhou Cao and
Lei Feng and
Yitian Xu and
Bo An and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from Similarity-Confidence Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1272--1282},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cao21b.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaoFX00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CardereraDLP21,
author = {Alejandro Carderera and
Jelena Diakonikolas and
Cheuk Yin Lin and
Sebastian Pokutta},
editor = {Marina Meila and
Tong Zhang},
title = {Parameter-free Locally Accelerated Conditional Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1283--1293},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/carderera21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CardereraDLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CarriereCGIKU21,
author = {Mathieu Carri{\`{e}}re and
Fr{\'{e}}d{\'{e}}ric Chazal and
Marc Glisse and
Yuichi Ike and
Hariprasad Kannan and
Yuhei Umeda},
editor = {Marina Meila and
Tong Zhang},
title = {Optimizing persistent homology based functions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1294--1303},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/carriere21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CarriereCGIKU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CasselK21,
author = {Asaf B. Cassel and
Tomer Koren},
editor = {Marina Meila and
Tong Zhang},
title = {Online Policy Gradient for Model Free Learning of Linear Quadratic
Regulators with {\(\surd\)}T Regret},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1304--1313},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cassel21a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CasselK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CastiglioniMC021,
author = {Matteo Castiglioni and
Alberto Marchesi and
Andrea Celli and
Nicola Gatti},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Receiver Online Bayesian Persuasion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1314--1323},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/castiglioni21a.html},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CastiglioniMC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CatavFZWSESG21,
author = {Amnon Catav and
Boyang Fu and
Yazeed Zoabi and
Ahuva Weiss{-}Meilik and
Noam Shomron and
Jason Ernst and
Sriram Sankararaman and
Ran Gilad{-}Bachrach},
editor = {Marina Meila and
Tong Zhang},
title = {Marginal Contribution Feature Importance - an Axiomatic Approach for
Explaining Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1324--1335},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/catav21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CatavFZWSESG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaucheteuxGK21,
author = {Charlotte Caucheteux and
Alexandre Gramfort and
Jean{-}Remi King},
editor = {Marina Meila and
Tong Zhang},
title = {Disentangling syntax and semantics in the brain with deep networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1336--1348},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/caucheteux21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaucheteuxGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CelisHKV21,
author = {L. Elisa Celis and
Lingxiao Huang and
Vijay Keswani and
Nisheeth K. Vishnoi},
editor = {Marina Meila and
Tong Zhang},
title = {Fair Classification with Noisy Protected Attributes: {A} Framework
with Provable Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1349--1361},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/celis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CelisHKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CellaPG21,
author = {Leonardo Cella and
Massimiliano Pontil and
Claudio Gentile},
editor = {Marina Meila and
Tong Zhang},
title = {Best Model Identification: {A} Rested Bandit Formulation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1362--1372},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cella21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CellaPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CetinC21,
author = {Edoardo Cetin and
Oya {\c{C}}eliktutan},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Routines for Effective Off-Policy Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1384--1394},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cetin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CetinC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CeylanFP21,
author = {Ciwan Ceylan and
Salla Franz{\'{e}}n and
Florian T. Pokorny},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Node Representations Using Stationary Flow Prediction on
Large Payment and Cash Transaction Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1395--1406},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ceylan21a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CeylanFP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChamiGNR21,
author = {Ines Chami and
Albert Gu and
Dat Nguyen and
Christopher R{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1419--1429},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chami21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChamiGNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chane-SaneSL21,
author = {Elliot Chane{-}Sane and
Cordelia Schmid and
Ivan Laptev},
editor = {Marina Meila and
Tong Zhang},
title = {Goal-Conditioned Reinforcement Learning with Imagined Subgoals},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1430--1440},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chane-sane21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chane-SaneSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangG0M21,
author = {Alisa Chang and
Badih Ghazi and
Ravi Kumar and
Pasin Manurangsi},
editor = {Marina Meila and
Tong Zhang},
title = {Locally Private k-Means in One Round},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1441--1451},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangG0M21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangYWAFA21,
author = {Nadine Chang and
Zhiding Yu and
Yu{-}Xiong Wang and
Animashree Anandkumar and
Sanja Fidler and
Jos{\'{e}} M. {\'{A}}lvarez},
editor = {Marina Meila and
Tong Zhang},
title = {Image-Level or Object-Level? {A} Tale of Two Resampling Strategies
for Long-Tailed Detection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1463--1472},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chang21c.html},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangYWAFA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChanpuriyaMST21,
author = {Sudhanshu Chanpuriya and
Cameron Musco and
Konstantinos Sotiropoulos and
Charalampos E. Tsourakakis},
editor = {Marina Meila and
Tong Zhang},
title = {DeepWalking Backwards: From Embeddings Back to Graphs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1473--1483},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chanpuriya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChanpuriyaMST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaplotPM21,
author = {Devendra Singh Chaplot and
Deepak Pathak and
Jitendra Malik},
editor = {Marina Meila and
Tong Zhang},
title = {Differentiable Spatial Planning using Transformers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1484--1495},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chaplot21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChaplotPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CharlesworthM21,
author = {Henry Charlesworth and
Giovanni Montana},
editor = {Marina Meila and
Tong Zhang},
title = {Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation
and Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1496--1506},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/charlesworth21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CharlesworthM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CharoenphakdeeC21,
author = {Nontawat Charoenphakdee and
Zhenghang Cui and
Yivan Zhang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Classification with Rejection Based on Cost-sensitive Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1507--1517},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/charoenphakdee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CharoenphakdeeC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChebotarHLXKVIE21,
author = {Yevgen Chebotar and
Karol Hausman and
Yao Lu and
Ted Xiao and
Dmitry Kalashnikov and
Jacob Varley and
Alex Irpan and
Benjamin Eysenbach and
Ryan Julian and
Chelsea Finn and
Sergey Levine},
editor = {Marina Meila and
Tong Zhang},
title = {Actionable Models: Unsupervised Offline Reinforcement Learning of
Robotic Skills},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1518--1528},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chebotar21a.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChebotarHLXKVIE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chen0HD21,
author = {Pei{-}Hung Chen and
Wei Wei and
Cho{-}Jui Hsieh and
Bo Dai},
editor = {Marina Meila and
Tong Zhang},
title = {Overcoming Catastrophic Forgetting by Bayesian Generative Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1760--1770},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21v.html},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chen0HD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chen21,
author = {Xu Chen},
editor = {Marina Meila and
Tong Zhang},
title = {Unified Robust Semi-Supervised Variational Autoencoder},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1529--1538},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenAP21,
author = {Boyuan Chen and
Pieter Abbeel and
Deepak Pathak},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Learning of Visual 3D Keypoints for Control},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1539--1549},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21b.html},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenDG21,
author = {Rui Chen and
Sanjeeb Dash and
Tian Gao},
editor = {Marina Meila and
Tong Zhang},
title = {Integer Programming for Causal Structure Learning in the Presence
of Latent Variables},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1550--1560},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenDJ21,
author = {Yifang Chen and
Simon S. Du and
Kevin Jamieson},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Corruption Robust Algorithms for Episodic Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1561--1570},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21d.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenDJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFBMG21,
author = {Yunlu Chen and
Basura Fernando and
Hakan Bilen and
Thomas Mensink and
Efstratios Gavves},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Feature Matching in Implicit 3D Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1582--1593},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21f.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenFBMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFT21,
author = {Yongxin Chen and
Jiaojiao Fan and
Amirhossein Taghvaei},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Computations of Wasserstein Barycenter via Input Convex Neural
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1571--1581},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenGHS21,
author = {Shixiang Chen and
Alfredo Garcia and
Mingyi Hong and
Shahin Shahrampour},
editor = {Marina Meila and
Tong Zhang},
title = {Decentralized Riemannian Gradient Descent on the Stiefel Manifold},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1594--1605},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenGHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenGSPFR21,
author = {Mayee F. Chen and
Karan Goel and
Nimit Sharad Sohoni and
Fait Poms and
Kayvon Fatahalian and
Christopher R{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Mandoline: Model Evaluation under Distribution Shift},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1617--1629},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenGSPFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenGYYXYY21,
author = {Chao Chen and
Haoyu Geng and
Nianzu Yang and
Junchi Yan and
Daiyue Xue and
Jianping Yu and
Xiaokang Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Self-Modulating Attention in Continuous Time Space with Applications
to Sequential Recommendation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1606--1616},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21h.html},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenGYYXYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenHHRL21,
author = {Xiaohui Chen and
Xu Han and
Jiajing Hu and
Francisco J. R. Ruiz and
Li{-}Ping Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1630--1639},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21j.html},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenHHRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenL21,
author = {Liyu Chen and
Haipeng Luo},
editor = {Marina Meila and
Tong Zhang},
title = {Finding the Stochastic Shortest Path with Low Regret: the Adversarial
Cost and Unknown Transition Case},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1651--1660},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21l.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenMSSDLZ21,
author = {Xinyun Chen and
Petros Maniatis and
Rishabh Singh and
Charles Sutton and
Hanjun Dai and
Max Lin and
Denny Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {SpreadsheetCoder: Formula Prediction from Semi-structured Context},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1661--1672},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21m.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenMSSDLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSCZW21,
author = {Tianlong Chen and
Yongduo Sui and
Xuxi Chen and
Aston Zhang and
Zhangyang Wang},
editor = {Marina Meila and
Tong Zhang},
title = {A Unified Lottery Ticket Hypothesis for Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1695--1706},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21p.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenSCZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSG21,
author = {Yuzhou Chen and
Ignacio Segovia{-}Dominguez and
Yulia R. Gel},
editor = {Marina Meila and
Tong Zhang},
title = {Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series
Forecasting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1684--1694},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21o.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSZZ21,
author = {Wei Chen and
Xiaoming Sun and
Jialin Zhang and
Zhijie Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Network Inference and Influence Maximization from Samples},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1707--1716},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21q.html},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenSZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenT21,
author = {Renyi Chen and
Molei Tao},
editor = {Marina Meila and
Tong Zhang},
title = {Data-driven Prediction of General Hamiltonian Dynamics via Learning
Exactly-Symplectic Maps},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1717--1727},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21r.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTU21,
author = {Tyler Chen and
Thomas Trogdon and
Shashanka Ubaru},
editor = {Marina Meila and
Tong Zhang},
title = {Analysis of stochastic Lanczos quadrature for spectrum approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1728--1739},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21s.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenWET21,
author = {Tianrong Chen and
Ziyi Wang and
Ioannis Exarchos and
Evangelos A. Theodorou},
editor = {Marina Meila and
Tong Zhang},
title = {Large-Scale Multi-Agent Deep FBSDEs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1740--1748},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21t.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenWET21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenWWL21,
author = {Xinyang Chen and
Sinan Wang and
Jianmin Wang and
Mingsheng Long},
editor = {Marina Meila and
Tong Zhang},
title = {Representation Subspace Distance for Domain Adaptation Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1749--1759},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21u.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenWWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenY21,
author = {Xiangyu Chen and
Min Ye},
editor = {Marina Meila and
Tong Zhang},
title = {Cyclically Equivariant Neural Decoders for Cyclic Codes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1771--1780},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21w.html},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYQC021,
author = {Jintai Chen and
Hongyun Yu and
Chengde Qian and
Danny Z. Chen and
Jian Wu},
editor = {Marina Meila and
Tong Zhang},
title = {A Receptor Skeleton for Capsule Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1781--1790},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21x.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenYQC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYZPXY21,
author = {Yiming Chen and
Kun Yuan and
Yingya Zhang and
Pan Pan and
Yinghui Xu and
Wotao Yin},
editor = {Marina Meila and
Tong Zhang},
title = {Accelerating Gossip {SGD} with Periodic Global Averaging},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1791--1802},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21y.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenYZPXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenZYWSM021,
author = {Jianfei Chen and
Lianmin Zheng and
Zhewei Yao and
Dequan Wang and
Ion Stoica and
Michael W. Mahoney and
Joseph Gonzalez},
editor = {Marina Meila and
Tong Zhang},
title = {ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed
Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1803--1813},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21z.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenZYWSM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengDZCZF21,
author = {Wuxinlin Cheng and
Chenhui Deng and
Zhiqiang Zhao and
Yaohui Cai and
Zhiru Zhang and
Zhuo Feng},
editor = {Marina Meila and
Tong Zhang},
title = {{SPADE:} {A} Spectral Method for Black-Box Adversarial Robustness
Evaluation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1814--1824},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cheng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengDZCZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengWJM21,
author = {Yong Cheng and
Wei Wang and
Lu Jiang and
Wolfgang Macherey},
editor = {Marina Meila and
Tong Zhang},
title = {Self-supervised and Supervised Joint Training for Resource-rich Machine
Translation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1825--1835},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cheng21b.html},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChengWJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cherubin0J21,
author = {Giovanni Cherubin and
Konstantinos Chatzikokolakis and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Exact Optimization of Conformal Predictors via Incremental and Decremental
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1836--1845},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cherubin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cherubin0J21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CheshireMC21,
author = {James Cheshire and
Pierre M{\'{e}}nard and
Alexandra Carpentier},
editor = {Marina Meila and
Tong Zhang},
title = {Problem Dependent View on Structured Thresholding Bandit Problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1846--1854},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cheshire21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CheshireMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CheungP21,
author = {Yun Kuen Cheung and
Georgios Piliouras},
editor = {Marina Meila and
Tong Zhang},
title = {Online Optimization in Games via Control Theory: Connecting Regret,
Passivity and Poincar{\'{e}} Recurrence},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1855--1865},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cheung21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CheungP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chi0G021,
author = {Jianfeng Chi and
Yuan Tian and
Geoffrey J. Gordon and
Han Zhao},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding and Mitigating Accuracy Disparity in Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1866--1876},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chi0G021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chien0KR0T021,
author = {Steve Chien and
Prateek Jain and
Walid Krichene and
Steffen Rendle and
Shuang Song and
Abhradeep Thakurta and
Li Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Private Alternating Least Squares: Practical Private Matrix Completion
with Tighter Rates},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1877--1887},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chien21a.html},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chien0KR0T021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chierichetti0T21,
author = {Flavio Chierichetti and
Ravi Kumar and
Andrew Tomkins},
editor = {Marina Meila and
Tong Zhang},
title = {Light RUMs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1888--1897},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chierichetti21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chierichetti0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChilkuriE21,
author = {Narsimha Reddy Chilkuri and
Chris Eliasmith},
editor = {Marina Meila and
Tong Zhang},
title = {Parallelizing Legendre Memory Unit Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1898--1907},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chilkuri21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChilkuriE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChitraDLR21,
author = {Uthsav Chitra and
Kimberly Ding and
Jasper C. H. Lee and
Benjamin J. Raphael},
editor = {Marina Meila and
Tong Zhang},
title = {Quantifying and Reducing Bias in Maximum Likelihood Estimation of
Structured Anomalies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1908--1919},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chitra21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChitraDLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chledowski0SZ21,
author = {Jakub Chledowski and
Adam Polak and
Bartosz Szabucki and
Konrad Tomasz Zolna},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Learning-Augmented Caching: An Experimental Study},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1920--1930},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chledowski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chledowski0SZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoLTB21,
author = {Jaemin Cho and
Jie Lei and
Hao Tan and
Mohit Bansal},
editor = {Marina Meila and
Tong Zhang},
title = {Unifying Vision-and-Language Tasks via Text Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1931--1942},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cho21a.html},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChoLTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiLW21,
author = {Youngwon Choi and
Sungdong Lee and
Joong{-}Ho Won},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from Nested Data with Ornstein Auto-Encoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1943--1952},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/choi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoiLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiSLLG21,
author = {Jongwook Choi and
Archit Sharma and
Honglak Lee and
Sergey Levine and
Shixiang Shane Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Variational Empowerment as Representation Learning for Goal-Conditioned
Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1953--1963},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/choi21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoiSLLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Choquette-ChooT21,
author = {Christopher A. Choquette{-}Choo and
Florian Tram{\`{e}}r and
Nicholas Carlini and
Nicolas Papernot},
editor = {Marina Meila and
Tong Zhang},
title = {Label-Only Membership Inference Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1964--1974},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/choquette-choo21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Choquette-ChooT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChowdhuryC21,
author = {Jishnu Ray Chowdhury and
Cornelia Caragea},
editor = {Marina Meila and
Tong Zhang},
title = {Modeling Hierarchical Structures with Continuous Recursive Neural
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1975--1988},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chowdhury21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChowdhuryC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChristianosPRA21,
author = {Filippos Christianos and
Georgios Papoudakis and
Arrasy Rahman and
Stefano V. Albrecht},
editor = {Marina Meila and
Tong Zhang},
title = {Scaling Multi-Agent Reinforcement Learning with Selective Parameter
Sharing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1989--1998},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/christianos21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChristianosPRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChungTMR21,
author = {Wesley Chung and
Valentin Thomas and
Marlos C. Machado and
Nicolas Le Roux},
editor = {Marina Meila and
Tong Zhang},
title = {Beyond Variance Reduction: Understanding the True Impact of Baselines
on Policy Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1999--2009},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chung21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChungTMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CobbeHKS21,
author = {Karl Cobbe and
Jacob Hilton and
Oleg Klimov and
John Schulman},
editor = {Marina Meila and
Tong Zhang},
title = {Phasic Policy Gradient},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2020--2027},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cobbe21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CobbeHKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cohen-AddadLMNP21,
author = {Vincent Cohen{-}Addad and
Silvio Lattanzi and
Slobodan Mitrovic and
Ashkan Norouzi{-}Fard and
Nikos Parotsidis and
Jakub Tarnawski},
editor = {Marina Meila and
Tong Zhang},
title = {Correlation Clustering in Constant Many Parallel Rounds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2069--2078},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cohen-addad21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cohen-AddadLMNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cohen-AddadVL21,
author = {Vincent Cohen{-}Addad and
R{\'{e}}mi de Joannis de Verclos and
Guillaume Lagarde},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Ultrametrics Embeddings Through Coresets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2060--2068},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cohen-addad21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cohen-AddadVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenAL21,
author = {Samuel Cohen and
Brandon Amos and
Yaron Lipman},
editor = {Marina Meila and
Tong Zhang},
title = {Riemannian Convex Potential Maps},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2028--2038},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cohen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenCRX21,
author = {Alain{-}Sam Cohen and
Rama Cont and
Alain Rossier and
Renyuan Xu},
editor = {Marina Meila and
Tong Zhang},
title = {Scaling Properties of Deep Residual Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2039--2048},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cohen21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenCRX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenKMST21,
author = {Edith Cohen and
Haim Kaplan and
Yishay Mansour and
Uri Stemmer and
Eliad Tsfadia},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially-Private Clustering of Easy Instances},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2049--2059},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cohen21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenKMST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CollasI21,
author = {Fabien Collas and
Ekhine Irurozki},
editor = {Marina Meila and
Tong Zhang},
title = {Concentric mixtures of Mallows models for top-k rankings: sampling
and identifiability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2079--2088},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/collas21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CollasI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CollinsHMS21,
author = {Liam Collins and
Hamed Hassani and
Aryan Mokhtari and
Sanjay Shakkottai},
editor = {Marina Meila and
Tong Zhang},
title = {Exploiting Shared Representations for Personalized Federated Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2089--2099},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/collins21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CollinsHMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CorenflosTDD21,
author = {Adrien Corenflos and
James Thornton and
George Deligiannidis and
Arnaud Doucet},
editor = {Marina Meila and
Tong Zhang},
title = {Differentiable Particle Filtering via Entropy-Regularized Optimal
Transport},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2100--2111},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/corenflos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CorenflosTDD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CorreaCDN21,
author = {Jos{\'{e}} Correa and
Andr{\'{e}}s Cristi and
Paul Duetting and
Ashkan Norouzi{-}Fard},
editor = {Marina Meila and
Tong Zhang},
title = {Fairness and Bias in Online Selection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2112--2121},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/correa21a.html},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CorreaCDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMS21,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh},
editor = {Marina Meila and
Tong Zhang},
title = {Relative Deviation Margin Bounds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2122--2131},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cortes21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMSZ21,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh and
Ningshan Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {A Discriminative Technique for Multiple-Source Adaptation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2132--2143},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cortes21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CostonRC21,
author = {Amanda Coston and
Ashesh Rambachan and
Alexandra Chouldechova},
editor = {Marina Meila and
Tong Zhang},
title = {Characterizing Fairness Over the Set of Good Models Under Selective
Labels},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2144--2155},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/coston21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CostonRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CouilletCB21,
author = {Romain Couillet and
Florent Chatelain and
Nicolas Le Bihan},
editor = {Marina Meila and
Tong Zhang},
title = {Two-way kernel matrix puncturing: towards resource-efficient {PCA}
and spectral clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2156--2165},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/couillet21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CouilletCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrabbeS21,
author = {Jonathan Crabb{\'{e}} and
Mihaela van der Schaar},
editor = {Marina Meila and
Tong Zhang},
title = {Explaining Time Series Predictions with Dynamic Masks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2166--2177},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/crabbe21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CrabbeS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrankoSZNK21,
author = {Zac Cranko and
Zhan Shi and
Xinhua Zhang and
Richard Nock and
Simon Kornblith},
editor = {Marina Meila and
Tong Zhang},
title = {Generalised Lipschitz Regularisation Equals Distributional Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2178--2188},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cranko21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CrankoSZNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CreagerJZ21,
author = {Elliot Creager and
J{\"{o}}rn{-}Henrik Jacobsen and
Richard S. Zemel},
editor = {Marina Meila and
Tong Zhang},
title = {Environment Inference for Invariant Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2189--2200},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/creager21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CreagerJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Croce021,
author = {Francesco Croce and
Matthias Hein},
editor = {Marina Meila and
Tong Zhang},
title = {Mind the Box: l\({}_{\mbox{1}}\)-APGD for Sparse Adversarial Attacks
on Image Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2201--2211},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/croce21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Croce021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cui0Z0W021,
author = {Shuang Cui and
Kai Han and
Tianshuai Zhu and
Jing Tang and
Benwei Wu and
He Huang},
editor = {Marina Meila and
Tong Zhang},
title = {Randomized Algorithms for Submodular Function Maximization with a
k-System Constraint},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2222--2232},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cui21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cui0Z0W021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuiG21,
author = {Wentao Cui and
Yuhong Guo},
editor = {Marina Meila and
Tong Zhang},
title = {Parameterless Transductive Feature Re-representation for Few-Shot
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2212--2221},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cui21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuiG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuiH0L21,
author = {Jingyi Cui and
Hanyuan Hang and
Yisen Wang and
Zhouchen Lin},
editor = {Marina Meila and
Tong Zhang},
title = {{GBHT:} Gradient Boosting Histogram Transform for Density Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2233--2243},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cui21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuiH0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CumminsFBHOL21,
author = {Chris Cummins and
Zacharias V. Fisches and
Tal Ben{-}Nun and
Torsten Hoefler and
Michael F. P. O'Boyle and
Hugh Leather},
editor = {Marina Meila and
Tong Zhang},
title = {ProGraML: {A} Graph-based Program Representation for Data Flow Analysis
and Compiler Optimizations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2244--2253},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cummins21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CumminsFBHOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuriB021,
author = {Sebastian Curi and
Ilija Bogunovic and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {Combining Pessimism with Optimism for Robust and Efficient Model-Based
Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2254--2264},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/curi21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuriB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CurmeiDR21,
author = {Mihaela Curmei and
Sarah Dean and
Benjamin Recht},
editor = {Marina Meila and
Tong Zhang},
title = {Quantifying Availability and Discovery in Recommender Systems via
Stochastic Reachability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2265--2275},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/curmei21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CurmeiDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CutkoskyDDGPP21,
author = {Ashok Cutkosky and
Christoph Dann and
Abhimanyu Das and
Claudio Gentile and
Aldo Pacchiano and
Manish Purohit},
editor = {Marina Meila and
Tong Zhang},
title = {Dynamic Balancing for Model Selection in Bandits and {RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2276--2285},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cutkosky21a.html},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CutkoskyDDGPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DadashiRVHPG21,
author = {Robert Dadashi and
Shideh Rezaeifar and
Nino Vieillard and
L{\'{e}}onard Hussenot and
Olivier Pietquin and
Matthieu Geist},
editor = {Marina Meila and
Tong Zhang},
title = {Offline Reinforcement Learning with Pseudometric Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2307--2318},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dadashi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DadashiRVHPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaghaghiMMCZS21,
author = {Shabnam Daghaghi and
Tharun Medini and
Nicholas Meisburger and
Beidi Chen and
Mengnan Zhao and
Anshumali Shrivastava},
editor = {Marina Meila and
Tong Zhang},
title = {A Tale of Two Efficient and Informative Negative Sampling Distributions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2319--2329},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/daghaghi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaghaghiMMCZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DahiyaASK0SAKV21,
author = {Kunal Dahiya and
Ananye Agarwal and
Deepak Saini and
Gururaj K and
Jian Jiao and
Amit Singh and
Sumeet Agarwal and
Purushottam Kar and
Manik Varma},
editor = {Marina Meila and
Tong Zhang},
title = {SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2330--2340},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dahiya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DahiyaASK0SAKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DahiyaFPS21,
author = {Yogesh Dahiya and
Fedor V. Fomin and
Fahad Panolan and
Kirill Simonov},
editor = {Marina Meila and
Tong Zhang},
title = {Fixed-Parameter and Approximation Algorithms for {PCA} with Outliers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2341--2351},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dahiya21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DahiyaFPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiS21,
author = {Biwei Dai and
Uros Seljak},
editor = {Marina Meila and
Tong Zhang},
title = {Sliced Iterative Normalizing Flows},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2352--2364},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dai21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DamD0P21,
author = {Tuan Dam and
Carlo D'Eramo and
Jan Peters and
Joni Pajarinen},
editor = {Marina Meila and
Tong Zhang},
title = {Convex Regularization in Monte-Carlo Tree Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2365--2375},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DamD0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DancePC21,
author = {Christopher R. Dance and
Julien Perez and
Th{\'{e}}o Cachet},
editor = {Marina Meila and
Tong Zhang},
title = {Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2376--2387},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dance21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DancePC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaneshKFK21,
author = {Mohamad H. Danesh and
Anurag Koul and
Alan Fern and
Saeed Khorram},
editor = {Marina Meila and
Tong Zhang},
title = {Re-understanding Finite-State Representations of Recurrent Policy
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2388--2397},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/danesh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaneshKFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaneshmandSDG21,
author = {Amir Daneshmand and
Gesualdo Scutari and
Pavel E. Dvurechensky and
Alexander V. Gasnikov},
editor = {Marina Meila and
Tong Zhang},
title = {Newton Method over Networks is Fast up to the Statistical Precision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2398--2409},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/daneshmand21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaneshmandSDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DanksY21,
author = {Dominic Danks and
Christopher Yau},
editor = {Marina Meila and
Tong Zhang},
title = {BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and
Feature-Level Clustering with Derivative-Based Variational Autoencoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2410--2420},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/danks21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DanksY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DarasDJD21,
author = {Giannis Daras and
Joseph Dean and
Ajil Jalal and
Alex Dimakis},
editor = {Marina Meila and
Tong Zhang},
title = {Intermediate Layer Optimization for Inverse Problems using Deep Generative
Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2421--2432},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/daras21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DarasDJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DarestaniCH21,
author = {Mohammad Zalbagi Darestani and
Akshay S. Chaudhari and
Reinhard Heckel},
editor = {Marina Meila and
Tong Zhang},
title = {Measuring Robustness in Deep Learning Based Compressive Sensing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2433--2444},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/darestani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DarestaniCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasW21,
author = {Lokesh Chandra Das and
Myounggyu Won},
editor = {Marina Meila and
Tong Zhang},
title = {{SAINT-ACC:} Safety-Aware Intelligent Adaptive Cruise Control for
Autonomous Vehicles Using Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2445--2455},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/das21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasoulasSV21,
author = {George Dasoulas and
Kevin Scaman and
Aladin Virmaux},
editor = {Marina Meila and
Tong Zhang},
title = {Lipschitz normalization for self-attention layers with application
to graph neural networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2456--2466},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dasoulas21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasoulasSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DassM21,
author = {Jyotikrishna Dass and
Rabi N. Mahapatra},
editor = {Marina Meila and
Tong Zhang},
title = {Householder Sketch for Accurate and Accelerated Least-Mean-Squares
Solvers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2467--2477},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dass21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DassM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DataD21,
author = {Deepesh Data and
Suhas N. Diggavi},
editor = {Marina Meila and
Tong Zhang},
title = {Byzantine-Resilient High-Dimensional {SGD} with Local Iterations on
Heterogeneous Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2478--2488},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/data21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DataD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisGCDRFL21,
author = {Jared Quincy Davis and
Albert Gu and
Krzysztof Choromanski and
Tri Dao and
Christopher R{\'{e}} and
Chelsea Finn and
Percy Liang},
editor = {Marina Meila and
Tong Zhang},
title = {Catformer: Designing Stable Transformers via Sensitivity Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2489--2499},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/davis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisGCDRFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DawkinsLX21,
author = {Quinlan Dawkins and
Tianxi Li and
Haifeng Xu},
editor = {Marina Meila and
Tong Zhang},
title = {Diffusion Source Identification on Networks with Statistical Confidence},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2500--2509},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dawkins21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DawkinsLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaxbergerNAAH21,
author = {Erik A. Daxberger and
Eric T. Nalisnick and
James Urquhart Allingham and
Javier Antor{\'{a}}n and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Deep Learning via Subnetwork Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2510--2521},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/daxberger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaxbergerNAAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeeckeRVB21,
author = {Lucas Deecke and
Lukas Ruff and
Robert A. Vandermeulen and
Hakan Bilen},
editor = {Marina Meila and
Tong Zhang},
title = {Transfer-Based Semantic Anomaly Detection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2546--2558},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deecke21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DeeckeRVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DehesaVPL21,
author = {Javier Dehesa and
Andrew Vidler and
Julian A. Padget and
Christof Lutteroth},
editor = {Marina Meila and
Tong Zhang},
title = {Grid-Functioned Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2559--2567},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dehesa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DehesaVPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DemaineHKLU21,
author = {Erik D. Demaine and
Adam Hesterberg and
Frederic Koehler and
Jayson Lynch and
John C. Urschel},
editor = {Marina Meila and
Tong Zhang},
title = {Multidimensional Scaling: Approximation and Complexity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2568--2578},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/demaine21a.html},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DemaineHKLU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengG021,
author = {Weijian Deng and
Stephen Gould and
Liang Zheng},
editor = {Marina Meila and
Tong Zhang},
title = {What Does Rotation Prediction Tell Us about Classifier Accuracy under
Varying Testing Environments?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2579--2589},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deng21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengHS21,
author = {Zhun Deng and
Hangfeng He and
Weijie J. Su},
editor = {Marina Meila and
Tong Zhang},
title = {Toward Better Generalization Bounds with Locally Elastic Stability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2590--2600},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deng21b.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengLMZ21,
author = {Yuan Deng and
S{\'{e}}bastien Lahaie and
Vahab S. Mirrokni and
Song Zuo},
editor = {Marina Meila and
Tong Zhang},
title = {Revenue-Incentive Tradeoffs in Dynamic Reserve Pricing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2601--2610},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deng21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengLMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Dennis0S21,
author = {Don Kurian Dennis and
Tian Li and
Virginia Smith},
editor = {Marina Meila and
Tong Zhang},
title = {Heterogeneity for the Win: One-Shot Federated Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2611--2620},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dennis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Dennis0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DerakhshaniZ0S21,
author = {Mohammad Mahdi Derakhshani and
Xiantong Zhen and
Ling Shao and
Cees Snoek},
editor = {Marina Meila and
Tong Zhang},
title = {Kernel Continual Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2621--2631},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/derakhshani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DerakhshaniZ0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeshwalBD21,
author = {Aryan Deshwal and
Syrine Belakaria and
Janardhan Rao Doppa},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Optimization over Hybrid Spaces},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2632--2643},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deshwal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DeshwalBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevlinGMRZCLSH21,
author = {Sam Devlin and
Raluca Georgescu and
Ida Momennejad and
Jaroslaw Rzepecki and
Evelyn Zuniga and
Gavin Costello and
Guy Leroy and
Ali Shaw and
Katja Hofmann},
editor = {Marina Meila and
Tong Zhang},
title = {Navigation Turing Test {(NTT):} Learning to Evaluate Human-Like Navigation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2644--2653},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/devlin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevlinGMRZCLSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevosMD21,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Marina Meila and
Tong Zhang},
title = {Versatile Verification of Tree Ensembles},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2654--2664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/devos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevosMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DhifallahL21,
author = {Oussama Dhifallah and
Yue M. Lu},
editor = {Marina Meila and
Tong Zhang},
title = {On the Inherent Regularization Effects of Noise Injection During Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2665--2675},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dhifallah21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DhifallahL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DhulipalaELMS21,
author = {Laxman Dhulipala and
David Eisenstat and
Jakub Lacki and
Vahab S. Mirrokni and
Jessica Shi},
editor = {Marina Meila and
Tong Zhang},
title = {Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2676--2686},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dhulipala21a.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DhulipalaELMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DiakonikolasKTV21,
author = {Ilias Diakonikolas and
Vasilis Kontonis and
Christos Tzamos and
Ali Vakilian and
Nikos Zarifis},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Online Algorithms with Distributional Advice},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2687--2696},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/diakonikolas21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DiakonikolasKTV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DiamandisE0FO21,
author = {Theo Diamandis and
Yonina C. Eldar and
Alireza Fallah and
Farzan Farnia and
Asuman E. Ozdaglar},
editor = {Marina Meila and
Tong Zhang},
title = {A Wasserstein Minimax Framework for Mixed Linear Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2697--2706},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/diamandis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DiamandisE0FO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DickensPAMG21,
author = {Charles Dickens and
Connor Pryor and
Eriq Augustine and
Alexander Miller and
Lise Getoor},
editor = {Marina Meila and
Tong Zhang},
title = {Context-Aware Online Collective Inference for Templated Graphical
Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2707--2716},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dickens21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DickensPAMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DimitrievZ21,
author = {Aleksandar Dimitriev and
Mingyuan Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {{ARMS:} Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2717--2727},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dimitriev21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DimitrievZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingMXX21,
author = {Fan Ding and
Jianzhu Ma and
Jinbo Xu and
Yexiang Xue},
editor = {Marina Meila and
Tong Zhang},
title = {{XOR-CD:} Linearly Convergent Constrained Structure Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2728--2738},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ding21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingMXX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingZVR21,
author = {Tianyu Ding and
Zhihui Zhu and
Ren{\'{e}} Vidal and
Daniel P. Robinson},
editor = {Marina Meila and
Tong Zhang},
title = {Dual Principal Component Pursuit for Robust Subspace Learning: Theory
and Algorithms for a Holistic Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2739--2748},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ding21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingZVR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Dinh021,
author = {Tuan Dinh and
Kangwook Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Coded-InvNet for Resilient Prediction Serving Systems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2749--2759},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dinh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Dinh021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DivolL21,
author = {Vincent Divol and
Th{\'{e}}o Lacombe},
editor = {Marina Meila and
Tong Zhang},
title = {Estimation and Quantization of Expected Persistence Diagrams},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2760--2770},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/divol21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DivolL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Domingo-EnrichB21,
author = {Carles Domingo{-}Enrich and
Alberto Bietti and
Eric Vanden{-}Eijnden and
Joan Bruna},
editor = {Marina Meila and
Tong Zhang},
title = {On Energy-Based Models with Overparametrized Shallow Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2771--2782},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/domingo-enrich21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Domingo-EnrichB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DominguesMPKV21,
author = {Omar Darwiche Domingues and
Pierre M{\'{e}}nard and
Matteo Pirotta and
Emilie Kaufmann and
Michal Valko},
editor = {Marina Meila and
Tong Zhang},
title = {Kernel-Based Reinforcement Learning: {A} Finite-Time Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2783--2792},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/domingues21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DominguesMPKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongCL21,
author = {Yihe Dong and
Jean{-}Baptiste Cordonnier and
Andreas Loukas},
editor = {Marina Meila and
Tong Zhang},
title = {Attention is not all you need: pure attention loses rank doubly exponentially
with depth},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2793--2803},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DonhauserWY21,
author = {Konstantin Donhauser and
Mingqi Wu and
Fanny Yang},
editor = {Marina Meila and
Tong Zhang},
title = {How rotational invariance of common kernels prevents generalization
in high dimensions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2804--2814},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/donhauser21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DonhauserWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DragomirEH21,
author = {Radu{-}Alexandru Dragomir and
Mathieu Even and
Hadrien Hendrikx},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Stochastic Bregman Gradient Methods: Sharp Analysis and Variance
Reduction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2815--2825},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dragomir21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DragomirEH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuKLLMSW21,
author = {Simon S. Du and
Sham M. Kakade and
Jason D. Lee and
Shachar Lovett and
Gaurav Mahajan and
Wen Sun and
Ruosong Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Bilinear Classes: {A} Structural Framework for Provable Generalization
in {RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2826--2836},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21a.html},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuKLLMSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuLTM21,
author = {Yilun Du and
Shuang Li and
Joshua B. Tenenbaum and
Igor Mordatch},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Contrastive Divergence Training of Energy-Based Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2837--2848},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuLTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuTJ21,
author = {Cunxiao Du and
Zhaopeng Tu and
Jing Jiang},
editor = {Marina Meila and
Tong Zhang},
title = {Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2849--2859},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuWM21,
author = {Elbert Du and
Franklyn Wang and
Michael Mitzenmacher},
editor = {Marina Meila and
Tong Zhang},
title = {Putting the "Learning" into Learning-Augmented Algorithms for Frequency
Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2860--2869},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuYCWZ21,
author = {Yali Du and
Xue Yan and
Xu Chen and
Jun Wang and
Haifeng Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Estimating {\(\alpha\)}-Rank from {A} Few Entries with Low Rank Matrix
Completion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2870--2879},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21e.html},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuYCWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuZ0LR0HS21,
author = {Xuefeng Du and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Yu Rong and
Gang Niu and
Junzhou Huang and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Diverse-Structured Networks for Adversarial Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2880--2891},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/du21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuZ0LR0HS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanJL21,
author = {Yaqi Duan and
Chi Jin and
Zhiyuan Li},
editor = {Marina Meila and
Tong Zhang},
title = {Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2892--2902},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/duan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuanJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanW0WCLRZ21,
author = {Zhibin Duan and
Dongsheng Wang and
Bo Chen and
Chaojie Wang and
Wenchao Chen and
Yewen Li and
Jie Ren and
Mingyuan Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2903--2913},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/duan21b.html},
timestamp = {Mon, 11 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuanW0WCLRZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuttLVM21,
author = {Arkopal Dutt and
Andrey Y. Lokhov and
Marc Vuffray and
Sidhant Misra},
editor = {Marina Meila and
Tong Zhang},
title = {Exponential Reduction in Sample Complexity with Learning of Ising
Model Dynamics},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2914--2925},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/dutt21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuttLVM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EcoffetL21,
author = {Adrien Ecoffet and
Joel Lehman},
editor = {Marina Meila and
Tong Zhang},
title = {Reinforcement Learning Under Moral Uncertainty},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2926--2936},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ecoffet21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EcoffetL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EfroniMSM21,
author = {Yonathan Efroni and
Nadav Merlis and
Aadirupa Saha and
Shie Mannor},
editor = {Marina Meila and
Tong Zhang},
title = {Confidence-Budget Matching for Sequential Budgeted Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2937--2947},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/efroni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EfroniMSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EimerBHL21,
author = {Theresa Eimer and
Andr{\'{e}} Biedenkapp and
Frank Hutter and
Marius Lindauer},
editor = {Marina Meila and
Tong Zhang},
title = {Self-Paced Context Evaluation for Contextual Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2948--2958},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/eimer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EimerBHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElesedyZ21,
author = {Bryn Elesedy and
Sheheryar Zaidi},
editor = {Marina Meila and
Tong Zhang},
title = {Provably Strict Generalisation Benefit for Equivariant Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2959--2969},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/elesedy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ElesedyZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EmamiHRR21,
author = {Patrick Emami and
Pan He and
Sanjay Ranka and
Anand Rangarajan},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Iterative Amortized Inference for Learning Symmetric and
Disentangled Multi-Object Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2970--2981},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/emami21a.html},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EmamiHRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EmamiSPRF21,
author = {Melikasadat Emami and
Mojtaba Sahraee{-}Ardakan and
Parthe Pandit and
Sundeep Rangan and
Alyson K. Fletcher},
editor = {Marina Meila and
Tong Zhang},
title = {Implicit Bias of Linear RNNs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2982--2992},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/emami21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EmamiSPRF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErgenP21,
author = {Tolga Ergen and
Mert Pilanci},
editor = {Marina Meila and
Tong Zhang},
title = {Global Optimality Beyond Two Layers: Training Deep ReLU Networks via
Convex Programs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2993--3003},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ergen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErgenP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErgenP21a,
author = {Tolga Ergen and
Mert Pilanci},
editor = {Marina Meila and
Tong Zhang},
title = {Revealing the Structure of Deep Neural Networks via Convex Duality},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3004--3014},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ergen21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErgenP21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErmolovSSS21,
author = {Aleksandr Ermolov and
Aliaksandr Siarohin and
Enver Sangineto and
Nicu Sebe},
editor = {Marina Meila and
Tong Zhang},
title = {Whitening for Self-Supervised Representation Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3015--3024},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ermolov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErmolovSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ErricaBM21,
author = {Federico Errica and
Davide Bacciu and
Alessio Micheli},
editor = {Marina Meila and
Tong Zhang},
title = {Graph Mixture Density Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3025--3035},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/errica21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ErricaBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EsfandiariTJBHH21,
author = {Yasaman Esfandiari and
Sin Yong Tan and
Zhanhong Jiang and
Aditya Balu and
Ethan Herron and
Chinmay Hegde and
Soumik Sarkar},
editor = {Marina Meila and
Tong Zhang},
title = {Cross-Gradient Aggregation for Decentralized Learning from Non-IID
Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3036--3046},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/esfandiari21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EsfandiariTJBHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EustratiadisGLH21,
author = {Panagiotis Eustratiadis and
Henry Gouk and
Da Li and
Timothy M. Hospedales},
editor = {Marina Meila and
Tong Zhang},
title = {Weight-covariance alignment for adversarially robust neural networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3047--3056},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/eustratiadis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EustratiadisGLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FabianHS21,
author = {Zalan Fabian and
Reinhard Heckel and
Mahdi Soltanolkotabi},
editor = {Marina Meila and
Tong Zhang},
title = {Data augmentation for deep learning based accelerated {MRI} reconstruction
with limited data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3057--3067},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fabian21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FabianHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanLLS21,
author = {Xuhui Fan and
Bin Li and
Yaqiong Li and
Scott A. Sisson},
editor = {Marina Meila and
Tong Zhang},
title = {Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3068--3077},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fan21a.html},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FanLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanM21,
author = {Ying Fan and
Yifei Ming},
editor = {Marina Meila and
Tong Zhang},
title = {Model-based Reinforcement Learning for Continuous Control with Posterior
Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3078--3087},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fan21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FanM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanWHY0ZA21,
author = {Linxi Fan and
Guanzhi Wang and
De{-}An Huang and
Zhiding Yu and
Li Fei{-}Fei and
Yuke Zhu and
Animashree Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {{SECANT:} Self-Expert Cloning for Zero-Shot Generalization of Visual
Policies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3088--3099},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fan21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FanWHY0ZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangL21,
author = {Guanhua Fang and
Ping Li},
editor = {Marina Meila and
Tong Zhang},
title = {On Estimation in Latent Variable Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3100--3110},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FangL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangL21a,
author = {Guanhua Fang and
Ping Li},
editor = {Marina Meila and
Tong Zhang},
title = {On Variational Inference in Biclustering Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3111--3121},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FangL21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangLLL021,
author = {Zhen Fang and
Jie Lu and
Anjin Liu and
Feng Liu and
Guangquan Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Bounds for Open-Set Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3122--3132},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fang21c.html},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FangLLL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangWPLZ21,
author = {Shikai Fang and
Zheng Wang and
Zhimeng Pan and
Ji Liu and
Shandian Zhe},
editor = {Marina Meila and
Tong Zhang},
title = {Streaming Bayesian Deep Tensor Factorization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3133--3142},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fang21d.html},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FangWPLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarahmandG21,
author = {Amir Massoud Farahmand and
Mohammad Ghavamzadeh},
editor = {Marina Meila and
Tong Zhang},
title = {{PID} Accelerated Value Iteration Algorithm},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3143--3153},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/farahmand21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarahmandG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FariasLP21,
author = {Vivek F. Farias and
Andrew A. Li and
Tianyi Peng},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with
Sub-Exponential Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3154--3163},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/farias21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FariasLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarinaC0S21,
author = {Gabriele Farina and
Andrea Celli and
Nicola Gatti and
Tuomas Sandholm},
editor = {Marina Meila and
Tong Zhang},
title = {Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation:
Faster Algorithms and Positive Complexity Results},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3164--3173},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/farina21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarinaC0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarniaO21,
author = {Farzan Farnia and
Asuman E. Ozdaglar},
editor = {Marina Meila and
Tong Zhang},
title = {Train simultaneously, generalize better: Stability of gradient-based
minimax learners},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3174--3185},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/farnia21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FarniaO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FatrasSFC21,
author = {Kilian Fatras and
Thibault S{\'{e}}journ{\'{e}} and
R{\'{e}}mi Flamary and
Nicolas Courty},
editor = {Marina Meila and
Tong Zhang},
title = {Unbalanced minibatch Optimal Transport; applications to Domain Adaptation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3186--3197},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fatras21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FatrasSFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeiYW21,
author = {Yingjie Fei and
Zhuoran Yang and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Risk-Sensitive Reinforcement Learning with Function Approximation:
{A} Debiasing Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3198--3207},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fei21a.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FeiYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeldmanT21,
author = {Vitaly Feldman and
Kunal Talwar},
editor = {Marina Meila and
Tong Zhang},
title = {Lossless Compression of Efficient Private Local Randomizers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3208--3219},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feldman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeldmanT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengKW21,
author = {Zhili Feng and
Praneeth Kacham and
David P. Woodruff},
editor = {Marina Meila and
Tong Zhang},
title = {Dimensionality Reduction for the Sum-of-Distances Metric},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3220--3229},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FengKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengLZZZZ21,
author = {Ruili Feng and
Zhouchen Lin and
Jiapeng Zhu and
Deli Zhao and
Jingren Zhou and
Zheng{-}Jun Zha},
editor = {Marina Meila and
Tong Zhang},
title = {Uncertainty Principles of Encoding GANs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3240--3251},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FengLZZZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengSL0X00S21,
author = {Lei Feng and
Senlin Shu and
Nan Lu and
Bo Han and
Miao Xu and
Gang Niu and
Bo An and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Pointwise Binary Classification with Pairwise Confidence Comparisons},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3252--3262},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21d.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengSL0X00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengYA021,
author = {Fei Feng and
Wotao Yin and
Alekh Agarwal and
Lin Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Provably Correct Optimization and Exploration with Non-linear Policies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3263--3273},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21e.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FengYA021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengYCZZWWC21,
author = {Haozhe Feng and
Zhaoyang You and
Minghao Chen and
Tianye Zhang and
Minfeng Zhu and
Fei Wu and
Chao Wu and
Wei Chen},
editor = {Marina Meila and
Tong Zhang},
title = {{KD3A:} Unsupervised Multi-Source Decentralized Domain Adaptation
via Knowledge Distillation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3274--3283},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21f.html},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengYCZZWWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengZZ21,
author = {Ruili Feng and
Deli Zhao and
Zheng{-}Jun Zha},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding Noise Injection in GANs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3284--3293},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/feng21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FengZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeyLWL21,
author = {Matthias Fey and
Jan Eric Lenssen and
Frank Weichert and
Jure Leskovec},
editor = {Marina Meila and
Tong Zhang},
title = {GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical
Embeddings},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3294--3304},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fey21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeyLWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FilosLGLJF21,
author = {Angelos Filos and
Clare Lyle and
Yarin Gal and
Sergey Levine and
Natasha Jaques and
Gregory Farquhar},
editor = {Marina Meila and
Tong Zhang},
title = {PsiPhi-Learning: Reinforcement Learning with Demonstrations using
Successor Features and Inverse Temporal Difference Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3305--3317},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/filos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FilosLGLJF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FinziWW21,
author = {Marc Finzi and
Max Welling and
Andrew Gordon Wilson},
editor = {Marina Meila and
Tong Zhang},
title = {A Practical Method for Constructing Equivariant Multilayer Perceptrons
for Arbitrary Matrix Groups},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3318--3328},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/finzi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FinziWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FischSJB21,
author = {Adam Fisch and
Tal Schuster and
Tommi S. Jaakkola and
Regina Barzilay},
editor = {Marina Meila and
Tong Zhang},
title = {Few-Shot Conformal Prediction with Auxiliary Tasks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3329--3339},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fisch21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FischSJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FischerBV21,
author = {Marc Fischer and
Maximilian Baader and
Martin T. Vechev},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Certified Segmentation via Randomized Smoothing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3340--3351},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fischer21a.html},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FischerBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FischerOV21,
author = {Jonas Fischer and
Anna Ol{\'{a}}h and
Jilles Vreeken},
editor = {Marina Meila and
Tong Zhang},
title = {What's in the Box? Exploring the Inner Life of Neural Networks with
Robust Rules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3352--3362},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fischer21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FischerOV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FlaspohlerOCMOO21,
author = {Genevieve Flaspohler and
Francesco Orabona and
Judah Cohen and
Soukayna Mouatadid and
Miruna Oprescu and
Paulo Orenstein and
Lester Mackey},
editor = {Marina Meila and
Tong Zhang},
title = {Online Learning with Optimism and Delay},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3363--3373},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/flaspohler21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FlaspohlerOCMOO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FontainePVP21,
author = {Xavier Fontaine and
Pierre Perrault and
Michal Valko and
Vianney Perchet},
editor = {Marina Meila and
Tong Zhang},
title = {Online A-Optimal Design and Active Linear Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3374--3383},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fontaine21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FontainePVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterIMR21,
author = {Adam Foster and
Desi R. Ivanova and
Ilyas Malik and
Tom Rainforth},
editor = {Marina Meila and
Tong Zhang},
title = {Deep Adaptive Design: Amortizing Sequential Bayesian Experimental
Design},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3384--3395},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/foster21a.html},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FosterIMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FotakisPS21,
author = {Dimitris Fotakis and
Georgios Piliouras and
Stratis Skoulakis},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Online Learning for Dynamic k-Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3396--3406},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fotakis21a.html},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FotakisPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FraboniVKL21,
author = {Yann Fraboni and
Richard Vidal and
Laetitia Kameni and
Marco Lorenzi},
editor = {Marina Meila and
Tong Zhang},
title = {Clustered Sampling: Low-Variance and Improved Representativity for
Clients Selection in Federated Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3407--3416},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fraboni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FraboniVKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Frei0G21,
author = {Spencer Frei and
Yuan Cao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3417--3426},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/frei21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Frei0G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Frei0G21a,
author = {Spencer Frei and
Yuan Cao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Provable Generalization of SGD-trained Neural Networks of Any Width
in the Presence of Adversarial Label Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3427--3438},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/frei21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Frei0G21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FreidlingPCY21,
author = {Tobias Freidling and
Benjamin Poignard and
H{\'{e}}ctor Climente{-}Gonz{\'{a}}lez and
Makoto Yamada},
editor = {Marina Meila and
Tong Zhang},
title = {Post-selection inference with HSIC-Lasso},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3439--3448},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/freidling21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FreidlingPCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrerixKSCBH21,
author = {Thomas Frerix and
Dmitrii Kochkov and
Jamie A. Smith and
Daniel Cremers and
Michael P. Brenner and
Stephan Hoyer},
editor = {Marina Meila and
Tong Zhang},
title = {Variational Data Assimilation with a Learned Inverse Observation Operator},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3449--3458},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/frerix21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrerixKSCBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrohlichGHSA21,
author = {Christian Fr{\"{o}}hlich and
Alexandra Gessner and
Philipp Hennig and
Bernhard Sch{\"{o}}lkopf and
Georgios Arvanitidis},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Quadrature on Riemannian Data Manifolds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3459--3468},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/frohlich21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrohlichGHSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuHCTZ21,
author = {Cheng Fu and
Hanxian Huang and
Xinyun Chen and
Yuandong Tian and
Jishen Zhao},
editor = {Marina Meila and
Tong Zhang},
title = {Learn-to-Share: {A} Hardware-friendly Transfer Learning Framework
Exploiting Computation and Parameter Sharing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3469--3479},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuHCTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuY0CL21,
author = {Yonggan Fu and
Qixuan Yu and
Meng Li and
Vikas Chandra and
Yingyan Lin},
editor = {Marina Meila and
Tong Zhang},
title = {Double-Win Quant: Aggressively Winning Robustness of Quantized Deep
Neural Networks via Random Precision Training and Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3492--3504},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuY0CL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuYAJ21,
author = {Xiang Fu and
Ge Yang and
Pulkit Agrawal and
Tommi S. Jaakkola},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Task Informed Abstractions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3480--3491},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fu21b.html},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuYAJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuZZCL21,
author = {Yonggan Fu and
Yongan Zhang and
Yang Zhang and
David D. Cox and
Yingyan Lin},
editor = {Marina Meila and
Tong Zhang},
title = {Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks,
Bitwidths, and Accelerators},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3505--3517},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fu21d.html},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuZZCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FujimotoMP21,
author = {Scott Fujimoto and
David Meger and
Doina Precup},
editor = {Marina Meila and
Tong Zhang},
title = {A Deep Reinforcement Learning Approach to Marginalized Importance
Sampling with the Successor Representation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3518--3529},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fujimoto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FujimotoMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FumeroCMR21,
author = {Marco Fumero and
Luca Cosmo and
Simone Melzi and
Emanuele Rodol{\`{a}}},
editor = {Marina Meila and
Tong Zhang},
title = {Learning disentangled representations via product manifold projection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3530--3540},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fumero21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FumeroCMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FurutaMKMLNG21,
author = {Hiroki Furuta and
Tatsuya Matsushima and
Tadashi Kozuno and
Yutaka Matsuo and
Sergey Levine and
Ofir Nachum and
Shixiang Shane Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Policy Information Capacity: Information-Theoretic Measure for Task
Complexity in Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3541--3552},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/furuta21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FurutaMKMLNG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoC21,
author = {Yansong Gao and
Pratik Chaudhari},
editor = {Marina Meila and
Tong Zhang},
title = {An Information-Geometric Distance on the Space of Tasks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3553--3563},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoLZ0L0S21,
author = {Ruize Gao and
Feng Liu and
Jingfeng Zhang and
Bo Han and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Maximum Mean Discrepancy Test is Aware of Adversarial Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3564--3575},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21b.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoLZ0L0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoW0C21,
author = {Qingzhe Gao and
Bin Wang and
Libin Liu and
Baoquan Chen},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Co-part Segmentation through Assembly},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3576--3586},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoW0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoZ21,
author = {Yi Gao and
Min{-}Ling Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Discriminative Complementary-Label Learning with Weighted Loss},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3587--3597},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gao21d.html},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GaoZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargBKL21,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
J. Zico Kolter and
Zachary C. Lipton},
editor = {Marina Meila and
Tong Zhang},
title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3598--3609},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargBKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargZPPKLBSR21,
author = {Saurabh Garg and
Joshua Zhanson and
Emilio Parisotto and
Adarsh Prasad and
J. Zico Kolter and
Zachary C. Lipton and
Sivaraman Balakrishnan and
Ruslan Salakhutdinov and
Pradeep Ravikumar},
editor = {Marina Meila and
Tong Zhang},
title = {On Proximal Policy Optimization's Heavy-tailed Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3610--3619},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargZPPKLBSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarreauM21,
author = {Damien Garreau and
Dina Mardaoui},
editor = {Marina Meila and
Tong Zhang},
title = {What does {LIME} really see in images?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3620--3629},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garreau21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GarreauM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GauthierGFL21,
author = {Camille{-}Sovanneary Gauthier and
Romaric Gaudel and
{\'{E}}lisa Fromont and
Boammani Aser Lompo},
editor = {Marina Meila and
Tong Zhang},
title = {Parametric Graph for Unimodal Ranking Bandit},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3630--3639},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gauthier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GauthierGFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeertsMP21,
author = {Floris Geerts and
Filip Mazowiecki and
Guillermo A. P{\'{e}}rez},
editor = {Marina Meila and
Tong Zhang},
title = {Let's Agree to Degree: Comparing Graph Convolutional Networks in the
Message-Passing Framework},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3640--3649},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/geerts21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeertsMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeffnerD21,
author = {Tomas Geffner and
Justin Domke},
editor = {Marina Meila and
Tong Zhang},
title = {On the difficulty of unbiased alpha divergence minimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3650--3659},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/geffner21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeffnerD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GentzelPJ21,
author = {Amanda Gentzel and
Purva Pruthi and
David D. Jensen},
editor = {Marina Meila and
Tong Zhang},
title = {How and Why to Use Experimental Data to Evaluate Methods for Observational
Causal Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3660--3671},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gentzel21a.html},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GentzelPJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhalmeNETR21,
author = {Ganesh Ghalme and
Vineet Nair and
Itay Eilat and
Inbal Talgam{-}Cohen and
Nir Rosenfeld},
editor = {Marina Meila and
Tong Zhang},
title = {Strategic Classification in the Dark},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3672--3681},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ghalme21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhalmeNETR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhasemipourSG21,
author = {Seyed Kamyar Seyed Ghasemipour and
Dale Schuurmans and
Shixiang Shane Gu},
editor = {Marina Meila and
Tong Zhang},
title = {EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline
and Online {RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3682--3691},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ghasemipour21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhasemipourSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ghazi0MPS21,
author = {Badih Ghazi and
Ravi Kumar and
Pasin Manurangsi and
Rasmus Pagh and
Amer Sinha},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Aggregation in the Shuffle Model: Almost Central
Accuracy in Almost a Single Message},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3692--3701},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ghazi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Ghazi0MPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhugeGN21,
author = {Rohan Ghuge and
Anupam Gupta and
Viswanath Nagarajan},
editor = {Marina Meila and
Tong Zhang},
title = {The Power of Adaptivity for Stochastic Submodular Cover},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3702--3712},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ghuge21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhugeGN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GillenwaterJK21,
author = {Jennifer Gillenwater and
Matthew Joseph and
Alex Kulesza},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Quantiles},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3713--3722},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gillenwater21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GillenwaterJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GluchU21,
author = {Grzegorz Gluch and
R{\"{u}}diger L. Urbanke},
editor = {Marina Meila and
Tong Zhang},
title = {Query Complexity of Adversarial Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3723--3733},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gluch21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GluchU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GogianuBRCBP21,
author = {Florin Gogianu and
Tudor Berariu and
Mihaela Rosca and
Claudia Clopath and
Lucian Busoniu and
Razvan Pascanu},
editor = {Marina Meila and
Tong Zhang},
title = {Spectral Normalisation for Deep Reinforcement Learning: An Optimisation
Perspective},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3734--3744},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gogianu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GogianuBRCBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GolanyRFM21,
author = {Tomer Golany and
Kira Radinsky and
Daniel Freedman and
Saar Minha},
editor = {Marina Meila and
Tong Zhang},
title = {12-Lead {ECG} Reconstruction via Koopman Operators},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3745--3754},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/golany21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GolanyRFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GondalJRBWS21,
author = {Muhammad Waleed Gondal and
Shruti Joshi and
Nasim Rahaman and
Stefan Bauer and
Manuel Wuthrich and
Bernhard Sch{\"{o}}lkopf},
editor = {Marina Meila and
Tong Zhang},
title = {Function Contrastive Learning of Transferable Meta-Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3755--3765},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gondal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GondalJRBWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorantlaDL21,
author = {Sruthi Gorantla and
Amit Deshpande and
Anand Louis},
editor = {Marina Meila and
Tong Zhang},
title = {On the Problem of Underranking in Group-Fair Ranking},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3777--3787},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gorantla21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorantlaDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorbunovBLR21,
author = {Eduard Gorbunov and
Konstantin Burlachenko and
Zhize Li and
Peter Richt{\'{a}}rik},
editor = {Marina Meila and
Tong Zhang},
title = {{MARINA:} Faster Non-Convex Distributed Learning with Compression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3788--3798},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gorbunov21a.html},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorbunovBLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorpHVPS21,
author = {Hans Van Gorp and
Iris A. M. Huijben and
Bastiaan S. Veeling and
Nicola Pezzotti and
Ruud J. G. van Sloun},
editor = {Marina Meila and
Tong Zhang},
title = {Active Deep Probabilistic Subsampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10509--10518},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/van-gorp21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorpHVPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GosgensTP21,
author = {Martijn G{\"{o}}sgens and
Alexey Tikhonov and
Liudmila Prokhorenkova},
editor = {Marina Meila and
Tong Zhang},
title = {Systematic Analysis of Cluster Similarity Indices: How to Validate
Validation Measures},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3799--3808},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gosgens21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GosgensTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalLLN021,
author = {Ankit Goyal and
Hei Law and
Bowei Liu and
Alejandro Newell and
Jia Deng},
editor = {Marina Meila and
Tong Zhang},
title = {Revisiting Point Cloud Shape Classification with a Simple and Effective
Baseline},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3809--3820},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/goyal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoyalLLN021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrafHNK21,
author = {Florian Graf and
Christoph D. Hofer and
Marc Niethammer and
Roland Kwitt},
editor = {Marina Meila and
Tong Zhang},
title = {Dissecting Supervised Constrastive Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3821--3830},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/graf21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GrafHNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Grand-ClementK21,
author = {Julien Grand{-}Cl{\'{e}}ment and
Christian Kroer},
editor = {Marina Meila and
Tong Zhang},
title = {First-Order Methods for Wasserstein Distributionally Robust {MDP}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2010--2019},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/clement21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Grand-ClementK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrathwohlSHDM21,
author = {Will Grathwohl and
Kevin Swersky and
Milad Hashemi and
David Duvenaud and
Chris J. Maddison},
editor = {Marina Meila and
Tong Zhang},
title = {Oops {I} Took {A} Gradient: Scalable Sampling for Discrete Distributions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3831--3841},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/grathwohl21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GrathwohlSHDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GreenbergM21,
author = {Ido Greenberg and
Shie Mannor},
editor = {Marina Meila and
Tong Zhang},
title = {Detecting Rewards Deterioration in Episodic Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3842--3853},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/greenberg21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GreenbergM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuY21,
author = {Jiaqi Gu and
Guosheng Yin},
editor = {Marina Meila and
Tong Zhang},
title = {Crystallization Learning with the Delaunay Triangulation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3854--3863},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuanW021,
author = {Chaoyu Guan and
Xin Wang and
Wenwu Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {AutoAttend: Automated Attention Representation Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3864--3874},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/guan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuanW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GultchinWKS21,
author = {Limor Gultchin and
David S. Watson and
Matt J. Kusner and
Ricardo Silva},
editor = {Marina Meila and
Tong Zhang},
title = {Operationalizing Complex Causes: {A} Pragmatic View of Mediation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3875--3885},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gultchin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GultchinWKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuminovDTG21,
author = {Sergey Guminov and
Pavel E. Dvurechensky and
Nazarii Tupitsa and
Alexander V. Gasnikov},
editor = {Marina Meila and
Tong Zhang},
title = {On a Combination of Alternating Minimization and Nesterov's Momentum},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3886--3898},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/guminov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuminovDTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoFYW21,
author = {Hongyi Guo and
Zuyue Fu and
Zhuoran Yang and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player
Stochastic Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3899--3909},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/guo21a.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoFYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoZF021,
author = {Zongyu Guo and
Zhizheng Zhang and
Runsen Feng and
Zhibo Chen},
editor = {Marina Meila and
Tong Zhang},
title = {Soft then Hard: Rethinking the Quantization in Neural Image Compression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3920--3929},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/guo21c.html},
timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoZF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaMPBW21,
author = {Tarun Gupta and
Anuj Mahajan and
Bei Peng and
Wendelin Boehmer and
Shimon Whiteson},
editor = {Marina Meila and
Tong Zhang},
title = {UneVEn: Universal Value Exploration for Multi-Agent Reinforcement
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3930--3941},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gupta21a.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuptaMPBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaR21,
author = {Chirag Gupta and
Aaditya Ramdas},
editor = {Marina Meila and
Tong Zhang},
title = {Distribution-Free Calibration Guarantees for Histogram Binning without
Sample Splitting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3942--3952},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gupta21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuptaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaWLW21,
author = {Shantanu Gupta and
Hao Wang and
Zachary C. Lipton and
Yuyang Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Correcting Exposure Bias for Link Recommendation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3953--3963},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gupta21c.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuptaWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GurbuzbalabanSZ21,
author = {Mert G{\"{u}}rb{\"{u}}zbalaban and
Umut Simsekli and
Lingjiong Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {The Heavy-Tail Phenomenon in {SGD}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3964--3975},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gurbuzbalaban21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GurbuzbalabanSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GurelQR0L21,
author = {Nezihe Merve G{\"{u}}rel and
Xiangyu Qi and
Luka Rimanic and
Ce Zhang and
Bo Li},
editor = {Marina Meila and
Tong Zhang},
title = {Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial
Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3976--3987},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gurel21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GurelQR0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hafez-KolahiMKB21,
author = {Hassan Hafez{-}Kolahi and
Behrad Moniri and
Shohreh Kasaei and
Mahdieh Soleymani Baghshah},
editor = {Marina Meila and
Tong Zhang},
title = {Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3998--4007},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hafez-kolahi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hafez-KolahiMKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HallakMC21,
author = {Nadav Hallak and
Panayotis Mertikopoulos and
Volkan Cevher},
editor = {Marina Meila and
Tong Zhang},
title = {Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient
Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4008--4017},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hallak21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HallakMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanS21,
author = {Seungyul Han and
Youngchul Sung},
editor = {Marina Meila and
Tong Zhang},
title = {Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient
Exploration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4018--4029},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/han21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanWC21,
author = {Yanjun Han and
Yining Wang and
Xi Chen},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Combinatorial Bandits with General Non-linear Reward Functions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4030--4039},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/han21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HangN021,
author = {Mengyue Hang and
Jennifer Neville and
Bruno Ribeiro},
editor = {Marina Meila and
Tong Zhang},
title = {A Collective Learning Framework to Boost {GNN} Expressiveness for
Node Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4040--4050},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HangN021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanjieZN21,
author = {Austin W. Hanjie and
Victor Zhong and
Karthik Narasimhan},
editor = {Marina Meila and
Tong Zhang},
title = {Grounding Language to Entities and Dynamics for Generalization in
Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4051--4062},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hanjie21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanjieZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoDLSW21,
author = {Botao Hao and
Yaqi Duan and
Tor Lattimore and
Csaba Szepesv{\'{a}}ri and
Mengdi Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Sparse Feature Selection Makes Batch Reinforcement Learning More Sample
Efficient},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4063--4073},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoDLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoJDLSW21,
author = {Botao Hao and
Xiang Ji and
Yaqi Duan and
Hao Lu and
Csaba Szepesv{\'{a}}ri and
Mengdi Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Bootstrapping Fitted Q-Evaluation for Off-Policy Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4074--4084},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hao21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoJDLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoO21,
author = {Yi Hao and
Alon Orlitsky},
editor = {Marina Meila and
Tong Zhang},
title = {Compressed Maximum Likelihood},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4085--4095},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hao21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HartfordVSL21,
author = {Jason S. Hartford and
Victor Veitch and
Dhanya Sridhar and
Kevin Leyton{-}Brown},
editor = {Marina Meila and
Tong Zhang},
title = {Valid Causal Inference with (Some) Invalid Instruments},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4096--4106},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hartford21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HartfordVSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hashimoto21,
author = {Tatsunori Hashimoto},
editor = {Marina Meila and
Tong Zhang},
title = {Model Performance Scaling with Multiple Data Sources},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4107--4116},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hashimoto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Hashimoto21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HavtornFHM21,
author = {Jakob Drachmann Havtorn and
Jes Frellsen and
S{\o}ren Hauberg and
Lars Maal{\o}e},
editor = {Marina Meila and
Tong Zhang},
title = {Hierarchical VAEs Know What They Don't Know},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4117--4128},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/havtorn21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HavtornFHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HayaseKSO21,
author = {Jonathan Hayase and
Weihao Kong and
Raghav Somani and
Sewoong Oh},
editor = {Marina Meila and
Tong Zhang},
title = {Defense against backdoor attacks via robust covariance estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4129--4139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hayase21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HayaseKSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HazanS21,
author = {Elad Hazan and
Karan Singh},
editor = {Marina Meila and
Tong Zhang},
title = {Boosting for Online Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4140--4149},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hazan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HazanS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeTM21,
author = {Yuhang He and
Niki Trigoni and
Andrew Markham},
editor = {Marina Meila and
Tong Zhang},
title = {SoundDet: Polyphonic Moving Sound Event Detection and Localization
from Raw Waveform},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4160--4170},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/he21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeZG21,
author = {Jiafan He and
Dongruo Zhou and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Logarithmic Regret for Reinforcement Learning with Linear Function
Approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4171--4180},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/he21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeidariSSS21,
author = {Mohsen Heidari and
Jithin K. Sreedharan and
Gil I. Shamir and
Wojciech Szpankowski},
editor = {Marina Meila and
Tong Zhang},
title = {Finding Relevant Information via a Discrete Fourier Expansion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4181--4191},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/heidari21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeidariSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeliouMMR21,
author = {Am{\'{e}}lie H{\'{e}}liou and
Matthieu Martin and
Panayotis Mertikopoulos and
Thibaud Rahier},
editor = {Marina Meila and
Tong Zhang},
title = {Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4192--4202},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/heliou21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeliouMMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HendersonCM21,
author = {Ryan Henderson and
Djork{-}Arn{\'{e}} Clevert and
Floriane Montanari},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Molecular Graph Neural Network Explainability with Orthonormalization
and Induced Sparsity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4203--4213},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/henderson21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HendersonCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HesselDVGSSWSH21,
author = {Matteo Hessel and
Ivo Danihelka and
Fabio Viola and
Arthur Guez and
Simon Schmitt and
Laurent Sifre and
Theophane Weber and
David Silver and
Hado van Hasselt},
editor = {Marina Meila and
Tong Zhang},
title = {Muesli: Combining Improvements in Policy Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4214--4226},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hessel21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HesselDVGSSWSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HilgardRBCP21,
author = {Sophie Hilgard and
Nir Rosenfeld and
Mahzarin R. Banaji and
Jack Cao and
David C. Parkes},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Representations by Humans, for Humans},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4227--4238},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hilgard21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HilgardRBCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HiranandaniMNFK21,
author = {Gaurush Hiranandani and
Jatin Mathur and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Sanmi Koyejo},
editor = {Marina Meila and
Tong Zhang},
title = {Optimizing Black-box Metrics with Iterative Example Weighting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4239--4249},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hiranandani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HiranandaniMNFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HirschG21,
author = {Roy Hirsch and
Ran Gilad{-}Bachrach},
editor = {Marina Meila and
Tong Zhang},
title = {Trees with Attention for Set Prediction Tasks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4250--4261},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hirsch21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HirschG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HodgkinsonM21,
author = {Liam Hodgkinson and
Michael W. Mahoney},
editor = {Marina Meila and
Tong Zhang},
title = {Multiplicative Noise and Heavy Tails in Stochastic Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4262--4274},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hodgkinson21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HodgkinsonM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoedtKKHHNHK21,
author = {Pieter{-}Jan Hoedt and
Frederik Kratzert and
Daniel Klotz and
Christina Halmich and
Markus Holzleitner and
Grey Nearing and
Sepp Hochreiter and
G{\"{u}}nter Klambauer},
editor = {Marina Meila and
Tong Zhang},
title = {{MC-LSTM:} Mass-Conserving {LSTM}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4275--4286},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hoedt21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoedtKKHHNHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoiemG0S21,
author = {Derek Hoiem and
Tanmay Gupta and
Zhizhong Li and
Michal Shlapentokh{-}Rothman},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Curves for Analysis of Deep Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4287--4296},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hoiem21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoiemG0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HolderriethHT21,
author = {Peter Holderrieth and
Michael J. Hutchinson and
Yee Whye Teh},
editor = {Marina Meila and
Tong Zhang},
title = {Equivariant Learning of Stochastic Fields: Gaussian Processes and
Steerable Conditional Neural Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4297--4307},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/holderrieth21a.html},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HolderriethHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HongDSSZ21,
author = {Joey Hong and
David Dohan and
Rishabh Singh and
Charles Sutton and
Manzil Zaheer},
editor = {Marina Meila and
Tong Zhang},
title = {Latent Programmer: Discrete Latent Codes for Program Synthesis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4308--4318},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HongDSSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HongYYC021,
author = {Sangwoo Hong and
Heecheol Yang and
Youngseok Yoon and
Taehyun Cho and
Jungwoo Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed
Matrix Multiplication},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4319--4327},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hong21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HongYYC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HosseiniPYLSW21,
author = {Hossein Hosseini and
Hyunsin Park and
Sungrack Yun and
Christos Louizos and
Joseph Soriaga and
Max Welling},
editor = {Marina Meila and
Tong Zhang},
title = {Federated Learning of User Verification Models Without Sharing Embeddings},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4328--4336},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hosseini21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HosseiniPYLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehMC21,
author = {Ya{-}Ping Hsieh and
Panayotis Mertikopoulos and
Volkan Cevher},
editor = {Marina Meila and
Tong Zhang},
title = {The Limits of Min-Max Optimization Algorithms: Convergence to Spurious
Non-Critical Sets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4337--4348},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hsieh21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuCJL021,
author = {Jiachen Hu and
Xiaoyu Chen and
Chi Jin and
Lihong Li and
Liwei Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Representation Learning for Linear Bandits and Linear
{RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4349--4358},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hu21a.html},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuCJL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuH21,
author = {Zhengmian Hu and
Heng Huang},
editor = {Marina Meila and
Tong Zhang},
title = {On the Random Conjugate Kernel and Neural Tangent Kernel},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4359--4368},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hu21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuLCPBF21,
author = {Hengyuan Hu and
Adam Lerer and
Brandon Cui and
Luis Pineda and
Noam Brown and
Jakob N. Foerster},
editor = {Marina Meila and
Tong Zhang},
title = {Off-Belief Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4369--4379},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuLCPBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuYZRZ21,
author = {Hao Hu and
Jianing Ye and
Guangxiang Zhu and
Zhizhou Ren and
Chongjie Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Generalizable Episodic Memory for Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4380--4390},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hu21d.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuYZRZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuaSC21,
author = {Kaixun Hua and
Mingfei Shi and
Yankai Cao},
editor = {Marina Meila and
Tong Zhang},
title = {A Scalable Deterministic Global Optimization Algorithm for Clustering
Problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4391--4401},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hua21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuaSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangD21,
author = {Haiying Huang and
Adnan Darwiche},
editor = {Marina Meila and
Tong Zhang},
title = {On Recovering from Modeling Errors Using Testing Bayesian Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4402--4411},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21a.html},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangHLFD21,
author = {Jiawei Huang and
Ruomin Huang and
Wenjie Liu and
Nikolaos M. Freris and
Hu Ding},
editor = {Marina Meila and
Tong Zhang},
title = {A Novel Sequential Coreset Method for Gradient Descent Algorithms},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4412--4422},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangHLFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangL0021,
author = {Baihe Huang and
Xiaoxiao Li and
Zhao Song and
Xin Yang},
editor = {Marina Meila and
Tong Zhang},
title = {{FL-NTK:} {A} Neural Tangent Kernel-based Framework for Federated
Learning Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4423--4434},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangL0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangL0XW21,
author = {Hengguan Huang and
Hongfu Liu and
Hao Wang and
Chang Xiao and
Ye Wang},
editor = {Marina Meila and
Tong Zhang},
title = {{STRODE:} Stochastic Boundary Ordinary Differential Equation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4435--4445},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21d.html},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangL0XW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangML21,
author = {Minhui Huang and
Shiqian Ma and
Lifeng Lai},
editor = {Marina Meila and
Tong Zhang},
title = {A Riemannian Block Coordinate Descent Method for Computing the Projection
Robust Wasserstein Distance},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4446--4455},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangML21a,
author = {Minhui Huang and
Shiqian Ma and
Lifeng Lai},
editor = {Marina Meila and
Tong Zhang},
title = {Projection Robust Wasserstein Barycenters},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4456--4465},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangML21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HubaraNHBS21,
author = {Itay Hubara and
Yury Nahshan and
Yair Hanani and
Ron Banner and
Daniel Soudry},
editor = {Marina Meila and
Tong Zhang},
title = {Accurate Post Training Quantization With Small Calibration Sets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4466--4475},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hubara21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HubaraNHBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HubertSABSS21,
author = {Thomas Hubert and
Julian Schrittwieser and
Ioannis Antonoglou and
Mohammadamin Barekatain and
Simon Schmitt and
David Silver},
editor = {Marina Meila and
Tong Zhang},
title = {Learning and Planning in Complex Action Spaces},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4476--4486},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hubert21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HubertSABSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HudsonZ21,
author = {Drew A. Hudson and
Larry Zitnick},
editor = {Marina Meila and
Tong Zhang},
title = {Generative Adversarial Transformers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4487--4499},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hudson21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HudsonZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HussainKS21,
author = {Zeshan M. Hussain and
Rahul G. Krishnan and
David A. Sontag},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Pharmacodynamic State Space Modeling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4500--4510},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hussain21a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HussainKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HussenotAVDRRMG21,
author = {L{\'{e}}onard Hussenot and
Marcin Andrychowicz and
Damien Vincent and
Robert Dadashi and
Anton Raichuk and
Sabela Ramos and
Nikola Momchev and
Sertan Girgin and
Rapha{\"{e}}l Marinier and
Lukasz Stafiniak and
Manu Orsini and
Olivier Bachem and
Matthieu Geist and
Olivier Pietquin},
editor = {Marina Meila and
Tong Zhang},
title = {Hyperparameter Selection for Imitation Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4511--4522},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hussenot21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HussenotAVDRRMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HusterC0CKLCS21,
author = {Todd Huster and
Jeremy E. J. Cohen and
Zinan Lin and
Kevin Chan and
Charles A. Kamhoua and
Nandi O. Leslie and
Cho{-}Yu Jason Chiang and
Vyas Sekar},
editor = {Marina Meila and
Tong Zhang},
title = {Pareto {GAN:} Extending the Representational Power of GANs to Heavy-Tailed
Distributions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4523--4532},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huster21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HusterC0CKLCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HutchinsonLZDTK21,
author = {Michael J. Hutchinson and
Charline Le Lan and
Sheheryar Zaidi and
Emilien Dupont and
Yee Whye Teh and
Hyunjik Kim},
editor = {Marina Meila and
Tong Zhang},
title = {LieTransformer: Equivariant Self-Attention for Lie Groups},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4533--4543},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hutchinson21a.html},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HutchinsonLZDTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ibrahim021,
author = {Shahana Ibrahim and
Xiao Fu},
editor = {Marina Meila and
Tong Zhang},
title = {Crowdsourcing via Annotator Co-occurrence Imputation and Provable
Symmetric Nonnegative Matrix Factorization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4544--4554},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ibrahim21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Ibrahim021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IlseTF21,
author = {Maximilian Ilse and
Jakub M. Tomczak and
Patrick Forr{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Selecting Data Augmentation for Simulating Interventions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4555--4562},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ilse21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IlseTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ImmerBFRK21,
author = {Alexander Immer and
Matthias Bauer and
Vincent Fortuin and
Gunnar R{\"{a}}tsch and
Mohammad Emtiyaz Khan},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Marginal Likelihood Estimation for Model Selection in Deep
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4563--4573},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/immer21a.html},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ImmerBFRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/InatsuIT21,
author = {Yu Inatsu and
Shogo Iwazaki and
Ichiro Takeuchi},
editor = {Marina Meila and
Tong Zhang},
title = {Active Learning for Distributionally Robust Level-Set Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4574--4584},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/inatsu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/InatsuIT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IndelmanH21,
author = {Hedda Cohen Indelman and
Tamir Hazan},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Randomly Perturbed Structured Predictors for Direct Loss
Minimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4585--4595},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/indelman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IndelmanH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IqbalWPBWS21,
author = {Shariq Iqbal and
Christian A. Schr{\"{o}}der de Witt and
Bei Peng and
Wendelin Boehmer and
Shimon Whiteson and
Fei Sha},
editor = {Marina Meila and
Tong Zhang},
title = {Randomized Entity-wise Factorization for Multi-Agent Reinforcement
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4596--4606},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/iqbal21a.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IqbalWPBWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IshfaqCNAYWPY21,
author = {Haque Ishfaq and
Qiwen Cui and
Viet Nguyen and
Alex Ayoub and
Zhuoran Yang and
Zhaoran Wang and
Doina Precup and
Lin Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Randomized Exploration in Reinforcement Learning with General Value
Function Approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4607--4616},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ishfaq21a.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IshfaqCNAYWPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IslamovQR21,
author = {Rustem Islamov and
Xun Qian and
Peter Richt{\'{a}}rik},
editor = {Marina Meila and
Tong Zhang},
title = {Distributed Second Order Methods with Fast Rates and Compressed Communication},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4617--4628},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/islamov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IslamovQR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IzmailovVHW21,
author = {Pavel Izmailov and
Sharad Vikram and
Matthew D. Hoffman and
Andrew Gordon Wilson},
editor = {Marina Meila and
Tong Zhang},
title = {What Are Bayesian Neural Network Posteriors Really Like?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4629--4640},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/izmailov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IzmailovVHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IzzoY021,
author = {Zachary Izzo and
Lexing Ying and
James Zou},
editor = {Marina Meila and
Tong Zhang},
title = {How to Learn when Data Reacts to Your Model: Performative Gradient
Descent},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4641--4650},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/izzo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/IzzoY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaegleGBVZC21,
author = {Andrew Jaegle and
Felix Gimeno and
Andy Brock and
Oriol Vinyals and
Andrew Zisserman and
Jo{\~{a}}o Carreira},
editor = {Marina Meila and
Tong Zhang},
title = {Perceiver: General Perception with Iterative Attention},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4651--4664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jaegle21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaegleGBVZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaegleSABFW21,
author = {Andrew Jaegle and
Yury Sulsky and
Arun Ahuja and
Jake Bruce and
Rob Fergus and
Greg Wayne},
editor = {Marina Meila and
Tong Zhang},
title = {Imitation by Predicting Observations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4665--4676},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jaegle21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaegleSABFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JafarovKMM21,
author = {Jafar Jafarov and
Sanchit Kalhan and
Konstantin Makarychev and
Yury Makarychev},
editor = {Marina Meila and
Tong Zhang},
title = {Local Correlation Clustering with Asymmetric Classification Errors},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4677--4686},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jafarov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JafarovKMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JagadeesanMH21,
author = {Meena Jagadeesan and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
editor = {Marina Meila and
Tong Zhang},
title = {Alternative Microfoundations for Strategic Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4687--4697},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jagadeesan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JagadeesanMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JainO21,
author = {Ayush Jain and
Alon Orlitsky},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Density Estimation from Batches: The Best Things in Life are
(Nearly) Free},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4698--4708},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jain21a.html},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JainO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JalalKDP21,
author = {Ajil Jalal and
Sushrut Karmalkar and
Alex Dimakis and
Eric Price},
editor = {Marina Meila and
Tong Zhang},
title = {Instance-Optimal Compressed Sensing via Posterior Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4709--4720},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jalal21a.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JalalKDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JalalKHDP21,
author = {Ajil Jalal and
Sushrut Karmalkar and
Jessica Hoffmann and
Alex Dimakis and
Eric Price},
editor = {Marina Meila and
Tong Zhang},
title = {Fairness for Image Generation with Uncertain Sensitive Attributes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4721--4732},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jalal21b.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JalalKHDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JalalzaiL21,
author = {Hamid Jalalzai and
R{\'{e}}mi Leluc},
editor = {Marina Meila and
Tong Zhang},
title = {Feature Clustering for Support Identification in Extreme Regions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4733--4743},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jalalzai21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JalalzaiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JangJYK21,
author = {Kyoungseok Jang and
Kwang{-}Sung Jun and
Se{-}Young Yun and
Wanmo Kang},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Regret Bounds of Bilinear Bandits using Action Space Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4744--4754},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JangJYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettHS21,
author = {Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
editor = {Marina Meila and
Tong Zhang},
title = {Inverse Decision Modeling: Learning Interpretable Representations
of Behavior},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4755--4771},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jarrett21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JarrettHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JastrzebskiAAKW21,
author = {Stanislaw Jastrzebski and
Devansh Arpit and
Oliver {\AA}strand and
Giancarlo Kerg and
Huan Wang and
Caiming Xiong and
Richard Socher and
Kyunghyun Cho and
Krzysztof J. Geras},
editor = {Marina Meila and
Tong Zhang},
title = {Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4772--4784},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jastrzebski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JastrzebskiAAKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JavedBSZBPDG21,
author = {Zaynah Javed and
Daniel S. Brown and
Satvik Sharma and
Jerry Zhu and
Ashwin Balakrishna and
Marek Petrik and
Anca D. Dragan and
Ken Goldberg},
editor = {Marina Meila and
Tong Zhang},
title = {Policy Gradient Bayesian Robust Optimization for Imitation Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4785--4796},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/javed21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JavedBSZBPDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JayaramSWY21,
author = {Rajesh Jayaram and
Alireza Samadian and
David P. Woodruff and
Peng Ye},
editor = {Marina Meila and
Tong Zhang},
title = {In-Database Regression in Input Sparsity Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4797--4806},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jayaram21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JayaramSWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JayaramT21,
author = {Vivek Jayaram and
John Thickstun},
editor = {Marina Meila and
Tong Zhang},
title = {Parallel and Flexible Sampling from Autoregressive Models via Langevin
Dynamics},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4807--4818},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jayaram21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JayaramT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JeongK21,
author = {Taewon Jeong and
Heeyoung Kim},
editor = {Marina Meila and
Tong Zhang},
title = {Objective Bound Conditional Gaussian Process for Bayesian Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4819--4828},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jeong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JeongK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JessonMGS21,
author = {Andrew Jesson and
S{\"{o}}ren Mindermann and
Yarin Gal and
Uri Shalit},
editor = {Marina Meila and
Tong Zhang},
title = {Quantifying Ignorance in Individual-Level Causal-Effect Estimates
under Hidden Confounding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4829--4838},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jesson21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JessonMGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JhaGGR21,
author = {Nandan Kumar Jha and
Zahra Ghodsi and
Siddharth Garg and
Brandon Reagen},
editor = {Marina Meila and
Tong Zhang},
title = {DeepReDuce: ReLU Reduction for Fast Private Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4839--4849},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jha21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JhaGGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JhaMP21,
author = {Aditi Jha and
Michael J. Morais and
Jonathan W. Pillow},
editor = {Marina Meila and
Tong Zhang},
title = {Factor-analytic inverse regression for high-dimension, small-sample
dimensionality reduction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4850--4859},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jha21b.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JhaMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiST21,
author = {Ziwei Ji and
Nathan Srebro and
Matus Telgarsky},
editor = {Marina Meila and
Tong Zhang},
title = {Fast margin maximization via dual acceleration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4860--4869},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ji21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiYL21,
author = {Kaiyi Ji and
Junjie Yang and
Yingbin Liang},
editor = {Marina Meila and
Tong Zhang},
title = {Bilevel Optimization: Convergence Analysis and Enhanced Design},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4882--4892},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ji21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiaNWB21,
author = {Sheng Jia and
Ehsan Nezhadarya and
Yuhuai Wu and
Jimmy Ba},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Statistical Tests: {A} Neural Tangent Kernel Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4893--4903},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jia21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiaNWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiaYXCPPLSLD21,
author = {Chao Jia and
Yinfei Yang and
Ye Xia and
Yi{-}Ting Chen and
Zarana Parekh and
Hieu Pham and
Quoc V. Le and
Yun{-}Hsuan Sung and
Zhen Li and
Tom Duerig},
editor = {Marina Meila and
Tong Zhang},
title = {Scaling Up Visual and Vision-Language Representation Learning With
Noisy Text Supervision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4904--4916},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jia21b.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JiaYXCPPLSLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiaZ21,
author = {Bin{-}Bin Jia and
Min{-}Ling Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Dimensional Classification via Sparse Label Encoding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4917--4926},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jia21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiaZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangCMW21,
author = {Ziyu Jiang and
Tianlong Chen and
Bobak J. Mortazavi and
Zhangyang Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Self-Damaging Contrastive Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4927--4939},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangCMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangGR21,
author = {Minqi Jiang and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Marina Meila and
Tong Zhang},
title = {Prioritized Level Replay},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4940--4950},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangL21,
author = {Jiechuan Jiang and
Zongqing Lu},
editor = {Marina Meila and
Tong Zhang},
title = {The Emergence of Individuality},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4992--5001},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLDZX21,
author = {Yuankun Jiang and
Chenglin Li and
Wenrui Dai and
Junni Zou and
Hongkai Xiong},
editor = {Marina Meila and
Tong Zhang},
title = {Monotonic Robust Policy Optimization with Model Discrepancy},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4951--4960},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangLDZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLL21,
author = {Haotian Jiang and
Zhong Li and
Qianxiao Li},
editor = {Marina Meila and
Tong Zhang},
title = {Approximation Theory of Convolutional Architectures for Time Series
Modelling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4961--4970},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLLMW21,
author = {Shuli Jiang and
Dennis Li and
Irene Mengze Li and
Arvind V. Mahankali and
David P. Woodruff},
editor = {Marina Meila and
Tong Zhang},
title = {Streaming and Distributed Algorithms for Robust Column Subset Selection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4971--4981},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangLLMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLSWW21,
author = {Yifei Jiang and
Yi Li and
Yiming Sun and
Jiaxin Wang and
David P. Woodruff},
editor = {Marina Meila and
Tong Zhang},
title = {Single Pass Entrywise-Transformed Low Rank Approximation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4982--4991},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21f.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangLSWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangLT021,
author = {Zhihao Jiang and
Pinyan Lu and
Zhihao Gavin Tang and
Yuhao Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Online Selection Problems against Constrained Adversary},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5002--5012},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangLT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangR21,
author = {Heinrich Jiang and
Afshin Rostamizadeh},
editor = {Marina Meila and
Tong Zhang},
title = {Active Covering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5013--5022},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangZTM21,
author = {Ziheng Jiang and
Chiyuan Zhang and
Kunal Talwar and
Michael C. Mozer},
editor = {Marina Meila and
Tong Zhang},
title = {Characterizing Structural Regularities of Labeled Data in Overparameterized
Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5034--5044},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21k.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangZTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangZXWHBH21,
author = {Ray Jiang and
Tom Zahavy and
Zhongwen Xu and
Adam White and
Matteo Hessel and
Charles Blundell and
Hado van Hasselt},
editor = {Marina Meila and
Tong Zhang},
title = {Emphatic Algorithms for Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5023--5033},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jiang21j.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangZXWHBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jin0SXG21,
author = {Tianyuan Jin and
Pan Xu and
Jieming Shi and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {{MOTS:} Minimax Optimal Thompson Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5074--5083},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21d.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jin0SXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinH0X21,
author = {Tianyuan Jin and
Keke Huang and
Jing Tang and
Xiaokui Xiao},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Streaming Algorithms for Multi-Armed Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5045--5054},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinH0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinS21,
author = {Yujia Jin and
Aaron Sidford},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Tight Bounds on the Sample Complexity of Average-reward MDPs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5055--5064},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinT0HXG21,
author = {Tianyuan Jin and
Jing Tang and
Pan Xu and
Keke Huang and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5065--5073},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinT0HXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinYW21,
author = {Ying Jin and
Zhuoran Yang and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Is Pessimism Provably Efficient for Offline RL?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5084--5096},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21e.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JingH0MKGL21,
author = {Mingxuan Jing and
Wenbing Huang and
Fuchun Sun and
Xiaojian Ma and
Tao Kong and
Chuang Gan and
Lei Li},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Option-Aware Hierarchical Imitation Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5097--5106},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jing21a.html},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JingH0MKGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jo021,
author = {Changhun Jo and
Kangwook Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Discrete-Valued Latent Preference Matrix Estimation with Graph Side
Information},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5107--5117},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jo021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JordanD21,
author = {Matt Jordan and
Alex Dimakis},
editor = {Marina Meila and
Tong Zhang},
title = {Provable Lipschitz Certification for Generative Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5118--5126},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jordan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JordanD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JorgensenH21,
author = {Martin J{\o}rgensen and
S{\o}ren Hauberg},
editor = {Marina Meila and
Tong Zhang},
title = {Isometric Gaussian Process Latent Variable Model for Dissimilarity
Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5127--5136},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jorgensen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JorgensenH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JuLS21,
author = {Peizhong Ju and
Xiaojun Lin and
Ness B. Shroff},
editor = {Marina Meila and
Tong Zhang},
title = {On the Generalization Power of Overfitted Two-Layer Neural Tangent
Kernel Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5137--5147},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ju21a.html},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JuLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JunJNM21,
author = {Kwang{-}Sung Jun and
Lalit Jain and
Houssam Nassif and
Blake Mason},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Confidence Bounds for the Linear Logistic Model and Applications
to Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5148--5157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jun21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JunJNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jung0B21,
author = {Yonghan Jung and
Jin Tian and
Elias Bareinboim},
editor = {Marina Meila and
Tong Zhang},
title = {Estimating Identifiable Causal Effects on Markov Equivalence Class
through Double Machine Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5168--5179},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jung21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jung0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JungCL21,
author = {Ji Hyung Jung and
Hye Won Chung and
Ji Oon Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Detection of Signal in the Spiked Rectangular Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5158--5167},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jung21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JungCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KabaYRMV21,
author = {Mustafa Devrim Kaba and
Chong You and
Daniel P. Robinson and
Enrique Mallada and
Ren{\'{e}} Vidal},
editor = {Marina Meila and
Tong Zhang},
title = {A Nullspace Property for Subspace-Preserving Recovery},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5180--5188},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kaba21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KabaYRMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KagS21,
author = {Anil Kag and
Venkatesh Saligrama},
editor = {Marina Meila and
Tong Zhang},
title = {Training Recurrent Neural Networks via Forward Propagation Through
Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5189--5200},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kag21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KagS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KairouzL021,
author = {Peter Kairouz and
Ziyu Liu and
Thomas Steinke},
editor = {Marina Meila and
Tong Zhang},
title = {The Distributed Discrete Gaussian Mechanism for Federated Learning
with Secure Aggregation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5201--5212},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kairouz21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KairouzL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KairouzM00TX21,
author = {Peter Kairouz and
Brendan McMahan and
Shuang Song and
Om Thakkar and
Abhradeep Thakurta and
Zheng Xu},
editor = {Marina Meila and
Tong Zhang},
title = {Practical and Private (Deep) Learning Without Sampling or Shuffling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5213--5225},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kairouz21b.html},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KairouzM00TX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kajino21,
author = {Hiroshi Kajino},
editor = {Marina Meila and
Tong Zhang},
title = {A Differentiable Point Process with Its Application to Spiking Neural
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5226--5235},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kajino21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kajino21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalantzisKUNHC21,
author = {Vasileios Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Athanasios N. Nikolakopoulos and
Lior Horesh and
Kenneth L. Clarkson},
editor = {Marina Meila and
Tong Zhang},
title = {Projection techniques to update the truncated {SVD} of evolving matrices
with applications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5236--5246},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kalantzis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalantzisKUNHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KallusSU21,
author = {Nathan Kallus and
Yuta Saito and
Masatoshi Uehara},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Off-Policy Evaluation from Multiple Logging Policies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5247--5256},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kallus21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KallusSU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KamoutsiBL21,
author = {Angeliki Kamoutsi and
Goran Banjac and
John Lygeros},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Performance Bounds for Primal-Dual Reinforcement Learning
from Demonstrations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5257--5268},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kamoutsi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KamoutsiBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KandirosDDGD21,
author = {Anthimos Vardis Kandiros and
Yuval Dagan and
Nishanth Dikkala and
Surbhi Goel and
Constantinos Daskalakis},
editor = {Marina Meila and
Tong Zhang},
title = {Statistical Estimation from Dependent Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5269--5278},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kandiros21a.html},
timestamp = {Sat, 13 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KandirosDDGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KapoorFWW21,
author = {Sanyam Kapoor and
Marc Finzi and
Ke Alexander Wang and
Andrew Gordon Wilson},
editor = {Marina Meila and
Tong Zhang},
title = {SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice
for Scalable Gaussian Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5279--5289},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kapoor21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KapoorFWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KapoorKB21,
author = {Sanyam Kapoor and
Theofanis Karaletsos and
Thang D. Bui},
editor = {Marina Meila and
Tong Zhang},
title = {Variational Auto-Regressive Gaussian Processes for Continual Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5290--5300},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kapoor21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KapoorKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarampatziakisM21,
author = {Nikos Karampatziakis and
Paul Mineiro and
Aaditya Ramdas},
editor = {Marina Meila and
Tong Zhang},
title = {Off-Policy Confidence Sequences},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5301--5310},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/karampatziakis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarampatziakisM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimireddyHJ21,
author = {Sai Praneeth Karimireddy and
Lie He and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from History for Byzantine Robust Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5311--5319},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/karimireddy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarimireddyHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KatoT21,
author = {Masahiro Kato and
Takeshi Teshima},
editor = {Marina Meila and
Tong Zhang},
title = {Non-Negative Bregman Divergence Minimization for Deep Direct Density
Ratio Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5320--5333},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kato21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KatoT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Katz-SamuelsZJJ21,
author = {Julian Katz{-}Samuels and
Jifan Zhang and
Lalit Jain and
Kevin Jamieson},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Algorithms for Agnostic Pool-based Active Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5334--5344},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/katz-samuels21a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Katz-SamuelsZJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KayaD21,
author = {Yigitcan Kaya and
Tudor Dumitras},
editor = {Marina Meila and
Tong Zhang},
title = {When Does Data Augmentation Help With Membership Inference Attacks?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5345--5355},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kaya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KayaD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KelkarA21,
author = {Varun A. Kelkar and
Mark A. Anastasio},
editor = {Marina Meila and
Tong Zhang},
title = {Prior Image-Constrained Reconstruction using Style-Based Generative
Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5367--5377},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kelkar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KelkarA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KellerPJHFW21,
author = {T. Anderson Keller and
Jorn W. T. Peters and
Priyank Jaini and
Emiel Hoogeboom and
Patrick Forr{\'{e}} and
Max Welling},
editor = {Marina Meila and
Tong Zhang},
title = {Self Normalizing Flows},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5378--5387},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/keller21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KellerPJHFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KenlayT021,
author = {Henry Kenlay and
Dorina Thanou and
Xiaowen Dong},
editor = {Marina Meila and
Tong Zhang},
title = {Interpretable Stability Bounds for Spectral Graph Filters},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5388--5397},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kenlay21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KenlayT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KerdreuxLLS21,
author = {Thomas Kerdreux and
Lewis Liu and
Simon Lacoste{-}Julien and
Damien Scieur},
editor = {Marina Meila and
Tong Zhang},
title = {Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5398--5408},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kerdreux21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KerdreuxLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhachaturovSZPA21,
author = {David Khachaturov and
Ilia Shumailov and
Yiren Zhao and
Nicolas Papernot and
Ross J. Anderson},
editor = {Marina Meila and
Tong Zhang},
title = {Markpainting: Adversarial Machine Learning meets Inpainting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5409--5419},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/khachaturov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhachaturovSZPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhodadadianCM21,
author = {Sajad Khodadadian and
Zaiwei Chen and
Siva Theja Maguluri},
editor = {Marina Meila and
Tong Zhang},
title = {Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5420--5431},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/khodadadian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhodadadianCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhrulkovBO21,
author = {Valentin Khrulkov and
Artem Babenko and
Ivan V. Oseledets},
editor = {Marina Meila and
Tong Zhang},
title = {Functional Space Analysis of Local {GAN} Convergence},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5432--5442},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/khrulkov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhrulkovBO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KidgerCL21,
author = {Patrick Kidger and
Ricky T. Q. Chen and
Terry J. Lyons},
editor = {Marina Meila and
Tong Zhang},
title = {"Hey, that's not an ODE": Faster {ODE} Adjoints via Seminorms},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5443--5452},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kidger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KidgerCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KidgerFLL21,
author = {Patrick Kidger and
James Foster and
Xuechen Li and
Terry J. Lyons},
editor = {Marina Meila and
Tong Zhang},
title = {Neural SDEs as Infinite-Dimensional GANs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5453--5463},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kidger21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KidgerFLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KillamsettySRDI21,
author = {KrishnaTeja Killamsetty and
Durga Sivasubramanian and
Ganesh Ramakrishnan and
Abir De and
Rishabh K. Iyer},
editor = {Marina Meila and
Tong Zhang},
title = {{GRAD-MATCH:} Gradient Matching based Data Subset Selection for Efficient
Deep Model Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5464--5474},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/killamsetty21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KillamsettySRDI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kim0RSAHLTH21,
author = {Dong{-}Ki Kim and
Miao Liu and
Matthew Riemer and
Chuangchuang Sun and
Marwa Abdulhai and
Golnaz Habibi and
Sebastian Lopez{-}Cot and
Gerald Tesauro and
Jonathan P. How},
editor = {Marina Meila and
Tong Zhang},
title = {A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5541--5550},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kim0RSAHLTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kim21,
author = {Kwang In Kim},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Predictors via Combination Across Diverse Task Categories},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5475--5485},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kim21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimALS21,
author = {Junsu Kim and
Sungsoo Ahn and
Hankook Lee and
Jinwoo Shin},
editor = {Marina Meila and
Tong Zhang},
title = {Self-Improved Retrosynthetic Planning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5486--5495},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimALS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGSE21,
author = {Kuno Kim and
Shivam Garg and
Kirankumar Shiragur and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Reward Identification in Inverse Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5496--5505},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21c.html},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimGSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGYMK21,
author = {Sehoon Kim and
Amir Gholami and
Zhewei Yao and
Michael W. Mahoney and
Kurt Keutzer},
editor = {Marina Meila and
Tong Zhang},
title = {{I-BERT:} Integer-only {BERT} Quantization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5506--5518},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimGYMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimHLKCLZ21,
author = {Taehyeong Kim and
Injune Hwang and
Hyundo Lee and
Hyunseo Kim and
Won{-}Seok Choi and
Joseph J. Lim and
Byoung{-}Tak Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Message Passing Adaptive Resonance Theory for Online Active Semi-supervised
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5519--5529},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21e.html},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimHLKCLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimKS21,
author = {Jaehyeon Kim and
Jungil Kong and
Juhee Son},
editor = {Marina Meila and
Tong Zhang},
title = {Conditional Variational Autoencoder with Adversarial Learning for
End-to-End Text-to-Speech},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5530--5540},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimLPB21,
author = {Timothy D. Kim and
Thomas Z. Luo and
Jonathan W. Pillow and
Carlos Brody},
editor = {Marina Meila and
Tong Zhang},
title = {Inferring Latent Dynamics Underlying Neural Population Activity via
Neural Differential Equations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5551--5561},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21h.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimLPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimPK21,
author = {Jaekyeom Kim and
Seohong Park and
Gunhee Kim},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Skill Discovery with Bottleneck Option Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5572--5582},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21j.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimPM21,
author = {Hyunjik Kim and
George Papamakarios and
Andriy Mnih},
editor = {Marina Meila and
Tong Zhang},
title = {The Lipschitz Constant of Self-Attention},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5562--5571},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimSK21,
author = {Wonjae Kim and
Bokyung Son and
Ildoo Kim},
editor = {Marina Meila and
Tong Zhang},
title = {ViLT: Vision-and-Language Transformer Without Convolution or Region
Supervision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5583--5594},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kim21k.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kirschner021,
author = {Johannes Kirschner and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {Bias-Robust Bayesian Optimization via Dueling Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5595--5605},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kirschner21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kirschner021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KiyassehZC21,
author = {Dani Kiyasseh and
Tingting Zhu and
David A. Clifton},
editor = {Marina Meila and
Tong Zhang},
title = {{CLOCS:} Contrastive Learning of Cardiac Signals Across Space, Time,
and Patients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5606--5615},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kiyasseh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KiyassehZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KlicperaLG21,
author = {Johannes Klicpera and
Marten Lienen and
Stephan G{\"{u}}nnemann},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Optimal Transport in High Dimensions for Graph Distances,
Embedding Alignment, and More},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5616--5627},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/klicpera21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KlicperaLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KoehlerMR21,
author = {Frederic Koehler and
Viraj Mehta and
Andrej Risteski},
editor = {Marina Meila and
Tong Zhang},
title = {Representational aspects of depth and conditioning in normalizing
flows},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5628--5636},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/koehler21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KoehlerMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohSMXZBHYPGLDS21,
author = {Pang Wei Koh and
Shiori Sagawa and
Henrik Marklund and
Sang Michael Xie and
Marvin Zhang and
Akshay Balsubramani and
Weihua Hu and
Michihiro Yasunaga and
Richard Lanas Phillips and
Irena Gao and
Tony Lee and
Etienne David and
Ian Stavness and
Wei Guo and
Berton Earnshaw and
Imran S. Haque and
Sara M. Beery and
Jure Leskovec and
Anshul Kundaje and
Emma Pierson and
Sergey Levine and
Chelsea Finn and
Percy Liang},
editor = {Marina Meila and
Tong Zhang},
title = {{WILDS:} {A} Benchmark of in-the-Wild Distribution Shifts},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5637--5664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/koh21a.html},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KohSMXZBHYPGLDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolmogorovP21,
author = {Vladimir Kolmogorov and
Thomas Pock},
editor = {Marina Meila and
Tong Zhang},
title = {One-sided Frank-Wolfe algorithms for saddle problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5665--5675},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kolmogorov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KolmogorovP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KomanduruH21,
author = {Abi Komanduru and
Jean Honorio},
editor = {Marina Meila and
Tong Zhang},
title = {A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5676--5685},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/komanduru21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KomanduruH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KonobeevKS21,
author = {Mikhail Konobeev and
Ilja Kuzborskij and
Csaba Szepesv{\'{a}}ri},
editor = {Marina Meila and
Tong Zhang},
title = {A Distribution-dependent Analysis of Meta Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5697--5706},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/konobeev21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KonobeevKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KopetzkiCZGG21,
author = {Anna{-}Kathrin Kopetzki and
Bertrand Charpentier and
Daniel Z{\"{u}}gner and
Sandhya Giri and
Stephan G{\"{u}}nnemann},
editor = {Marina Meila and
Tong Zhang},
title = {Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based
Models Reliable?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5707--5718},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kopetzki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KopetzkiCZGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KorbaAMA21,
author = {Anna Korba and
Pierre{-}Cyril Aubin{-}Frankowski and
Szymon Majewski and
Pierre Ablin},
editor = {Marina Meila and
Tong Zhang},
title = {Kernel Stein Discrepancy Descent},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5719--5730},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/korba21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KorbaAMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KosaianPPDV21,
author = {Jack Kosaian and
Amar Phanishayee and
Matthai Philipose and
Debadeepta Dey and
Rashmi Vinayak},
editor = {Marina Meila and
Tong Zhang},
title = {Boosting the Throughput and Accelerator Utilization of Specialized
{CNN} Inference Beyond Increasing Batch Size},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5731--5741},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kosaian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KosaianPPDV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KosiorekSZMSMR21,
author = {Adam R. Kosiorek and
Heiko Strathmann and
Daniel Zoran and
Pol Moreno and
Rosalia Schneider and
Sona Mokr{\'{a}} and
Danilo Jimenez Rezende},
editor = {Marina Meila and
Tong Zhang},
title = {NeRF-VAE: {A} Geometry Aware 3D Scene Generative Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5742--5752},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kosiorek21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KosiorekSZMSMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KossenFGR21,
author = {Jannik Kossen and
Sebastian Farquhar and
Yarin Gal and
Tom Rainforth},
editor = {Marina Meila and
Tong Zhang},
title = {Active Testing: Sample-Efficient Model Evaluation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5753--5763},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kossen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KossenFGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KostasCJTT21,
author = {James E. Kostas and
Yash Chandak and
Scott M. Jordan and
Georgios Theocharous and
Philip S. Thomas},
editor = {Marina Meila and
Tong Zhang},
title = {High Confidence Generalization for Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5764--5773},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kostas21a.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KostasCJTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KostrikovFTN21,
author = {Ilya Kostrikov and
Rob Fergus and
Jonathan Tompson and
Ofir Nachum},
editor = {Marina Meila and
Tong Zhang},
title = {Offline Reinforcement Learning with Fisher Divergence Critic Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5774--5783},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kostrikov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KostrikovFTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KovalevSRRG21,
author = {Dmitry Kovalev and
Egor Shulgin and
Peter Richt{\'{a}}rik and
Alexander Rogozin and
Alexander V. Gasnikov},
editor = {Marina Meila and
Tong Zhang},
title = {{ADOM:} Accelerated Decentralized Optimization Method for Time-Varying
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5784--5793},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kovalev21a.html},
timestamp = {Mon, 29 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KovalevSRRG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KozunoTRMKDVA21,
author = {Tadashi Kozuno and
Yunhao Tang and
Mark Rowland and
R{\'{e}}mi Munos and
Steven Kapturowski and
Will Dabney and
Michal Valko and
David Abel},
editor = {Marina Meila and
Tong Zhang},
title = {Revisiting Peng's Q({\(\lambda\)}) for Modern Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5794--5804},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kozuno21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KozunoTRMKDVA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrishnamurthyHA21,
author = {Sanath Kumar Krishnamurthy and
Vitor Hadad and
Susan Athey},
editor = {Marina Meila and
Tong Zhang},
title = {Adapting to misspecification in contextual bandits with offline regression
oracles},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5805--5814},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/krishnamurthy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KrishnamurthyHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KruegerCJ0BZPC21,
author = {David Krueger and
Ethan Caballero and
J{\"{o}}rn{-}Henrik Jacobsen and
Amy Zhang and
Jonathan Binas and
Dinghuai Zhang and
R{\'{e}}mi Le Priol and
Aaron C. Courville},
editor = {Marina Meila and
Tong Zhang},
title = {Out-of-Distribution Generalization via Risk Extrapolation (REx)},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5815--5826},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/krueger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KruegerCJ0BZPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KuchibhotlaZ21,
author = {Arun K. Kuchibhotla and
Qinqing Zheng},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Confidence Sequences for Bounded Random Variables},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5827--5837},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kuchibhotla21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KuchibhotlaZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KulkarniJKKH21,
author = {Tejas Kulkarni and
Joonas J{\"{a}}lk{\"{o}} and
Antti Koskela and
Samuel Kaski and
Antti Honkela},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Bayesian Inference for Generalized Linear Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5838--5849},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kulkarni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KulkarniJKKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarNC21,
author = {Abhishek Kumar and
Harikrishna Narasimhan and
Andrew Cotter},
editor = {Marina Meila and
Tong Zhang},
title = {Implicit rate-constrained optimization of non-decomposable objectives},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5861--5871},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kumar21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KummerleV21,
author = {Christian K{\"{u}}mmerle and
Claudio Mayrink Verdun},
editor = {Marina Meila and
Tong Zhang},
title = {A Scalable Second Order Method for Ill-Conditioned Matrix Completion
from Few Samples},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5872--5883},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kummerle21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KummerleV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KvetonKZHMBS21,
author = {Branislav Kveton and
Mikhail Konobeev and
Manzil Zaheer and
Chih{-}Wei Hsu and
Martin Mladenov and
Craig Boutilier and
Csaba Szepesv{\'{a}}ri},
editor = {Marina Meila and
Tong Zhang},
title = {Meta-Thompson Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5884--5893},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kveton21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KvetonKZHMBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KwonKCS21,
author = {Minae Kwon and
Siddharth Karamcheti and
Mariano{-}Florentino Cuellar and
Dorsa Sadigh},
editor = {Marina Meila and
Tong Zhang},
title = {Targeted Data Acquisition for Evolving Negotiation Agents},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5894--5904},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kwon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KwonKCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KwonKPC21,
author = {Jungmin Kwon and
Jeongseop Kim and
Hyunseo Park and
In Kwon Choi},
editor = {Marina Meila and
Tong Zhang},
title = {{ASAM:} Adaptive Sharpness-Aware Minimization for Scale-Invariant
Learning of Deep Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5905--5914},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kwon21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KwonKPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaberM21,
author = {Eduardo Sany Laber and
Lucas Murtinho},
editor = {Marina Meila and
Tong Zhang},
title = {On the price of explainability for some clustering problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5915--5925},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/laber21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LaberM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LacotteWP21,
author = {Jonathan Lacotte and
Yifei Wang and
Mert Pilanci},
editor = {Marina Meila and
Tong Zhang},
title = {Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence
and Effective Hessian Dimensionality},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5926--5936},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lacotte21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LacotteWP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaforgueSC21,
author = {Pierre Laforgue and
Guillaume Staerman and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on},
editor = {Marina Meila and
Tong Zhang},
title = {Generalization Bounds in the Presence of Outliers: a Median-of-Means
Study},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5937--5947},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/laforgue21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LaforgueSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LamHLJ21,
author = {Thanh Chi Lam and
Trong Nghia Hoang and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Model Fusion for Personalized Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5948--5958},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LamHLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LamW0RM21,
author = {Maximilian Lam and
Gu{-}Yeon Wei and
David Brooks and
Vijay Janapa Reddi and
Michael Mitzenmacher},
editor = {Marina Meila and
Tong Zhang},
title = {Gradient Disaggregation: Breaking Privacy in Federated Learning by
Reconstructing the User Participant Matrix},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5959--5968},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lam21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LamW0RM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LancewickiSKM21,
author = {Tal Lancewicki and
Shahar Segal and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5969--5978},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lancewicki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LancewickiSKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangSV21,
author = {Hunter Lang and
David A. Sontag and
Aravindan Vijayaraghavan},
editor = {Marina Meila and
Tong Zhang},
title = {Graph Cuts Always Find a Global Optimum for Potts Models (With a Catch)},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5990--5999},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LangSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangeS21,
author = {Jan{-}Hendrik Lange and
Paul Swoboda},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Message Passing for 0-1 ILPs with Binary Decision Diagrams},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6000--6010},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lange21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LangeS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LarmaPKSGMPF21,
author = {Mikel Landajuela and
Brenden K. Petersen and
Sookyung Kim and
Cl{\'{a}}udio P. Santiago and
Ruben Glatt and
T. Nathan Mundhenk and
Jacob F. Pettit and
Daniel M. Faissol},
editor = {Marina Meila and
Tong Zhang},
title = {Discovering symbolic policies with deep reinforcement learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5979--5989},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/landajuela21a.html},
timestamp = {Wed, 24 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LarmaPKSGMPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LarsenPT21,
author = {Kasper Green Larsen and
Rasmus Pagh and
Jakub Tetek},
editor = {Marina Meila and
Tong Zhang},
title = {CountSketches, Feature Hashing and the Median of Three},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6011--6020},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/larsen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LarsenPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaturnusB21,
author = {Sophie Laturnus and
Philipp Berens},
editor = {Marina Meila and
Tong Zhang},
title = {MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational
Autoencoder with Spherical Latent Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6021--6031},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/laturnus21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LaturnusB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LazicYAS21,
author = {Nevena Lazic and
Dong Yin and
Yasin Abbasi{-}Yadkori and
Csaba Szepesv{\'{a}}ri},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Regret Bound and Experience Replay in Regularized Policy
Iteration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6032--6042},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lazic21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LazicYAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeNHB021,
author = {Trung Le and
Tuan Nguyen and
Nhat Ho and
Hung Bui and
Dinh Phung},
editor = {Marina Meila and
Tong Zhang},
title = {{LAMDA:} Label Matching Deep Domain Adaptation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6043--6054},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/le21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeNHB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LedererCMXUH21,
author = {Armin Lederer and
Alejandro Jose Ord{\'{o}}{\~{n}}ez Conejo and
Korbinian Maier and
Wenxin Xiao and
Jonas Umlauft and
Sandra Hirche},
editor = {Marina Meila and
Tong Zhang},
title = {Gaussian Process-Based Real-Time Learning for Safety Critical Applications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6055--6064},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lederer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LedererCMXUH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeBE21,
author = {Seungwon Lee and
Sima Behpour and
Eric Eaton},
editor = {Marina Meila and
Tong Zhang},
title = {Sharing Less is More: Lifelong Learning in Deep Networks with Selective
Layer Transfer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6065--6075},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeBRSPDW21,
author = {Joshua K. Lee and
Yuheng Bu and
Deepta Rajan and
Prasanna Sattigeri and
Rameswar Panda and
Subhro Das and
Gregory W. Wornell},
editor = {Marina Meila and
Tong Zhang},
title = {Fair Selective Classification Via Sufficiency},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6076--6086},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeBRSPDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeC21,
author = {Dong Hoon Lee and
Sae{-}Young Chung},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction
for Few-Shot Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6098--6108},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeCDMB21,
author = {Moontae Lee and
Sungjun Cho and
Kun Dong and
David Mimno and
David Bindel},
editor = {Marina Meila and
Tong Zhang},
title = {On-the-fly Rectification for Robust Large-Vocabulary Topic Inference},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6087--6097},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeCDMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeGS21,
author = {Sebastian Lee and
Sebastian Goldt and
Andrew M. Saxe},
editor = {Marina Meila and
Tong Zhang},
title = {Continual Learning in the Teacher-Student Setup: Impact of Task Similarity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6109--6119},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeLSA21,
author = {Kimin Lee and
Michael Laskin and
Aravind Srinivas and
Pieter Abbeel},
editor = {Marina Meila and
Tong Zhang},
title = {{SUNRISE:} {A} Simple Unified Framework for Ensemble Learning in Deep
Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6131--6141},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeLSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeLWZ021,
author = {Chung{-}Wei Lee and
Haipeng Luo and
Chen{-}Yu Wei and
Mengxiao Zhang and
Xiaojin Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic
and Adversarial Linear Bandits Simultaneously},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6142--6151},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeLWZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeSA21,
author = {Kimin Lee and
Laura M. Smith and
Pieter Abbeel},
editor = {Marina Meila and
Tong Zhang},
title = {{PEBBLE:} Feedback-Efficient Interactive Reinforcement Learning via
Relabeling Experience and Unsupervised Pre-training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6152--6163},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeeSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiHL21,
author = {Qi Lei and
Wei Hu and
Jason D. Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Linear Regression under Distribution Shift},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6164--6174},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lei21a.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiYYY21,
author = {Yunwen Lei and
Zhenhuan Yang and
Tianbao Yang and
Yiming Ying},
editor = {Marina Meila and
Tong Zhang},
title = {Stability and Generalization of Stochastic Gradient Methods for Minimax
Problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6175--6186},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lei21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiYYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiboDVASKMBMG21,
author = {Joel Z. Leibo and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Alexander Vezhnevets and
John P. Agapiou and
Peter Sunehag and
Raphael Koster and
Jayd Matyas and
Charlie Beattie and
Igor Mordatch and
Thore Graepel},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting
Pot},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6187--6199},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/leibo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiboDVASKMBMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeimkuhlerVPS21,
author = {Benedict J. Leimkuhler and
Tiffany J. Vlaar and
Timoth{\'{e}}e Pouchon and
Amos J. Storkey},
editor = {Marina Meila and
Tong Zhang},
title = {Better Training using Weight-Constrained Stochastic Dynamics},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6200--6211},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/leimkuhler21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeimkuhlerVPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeinoWF21,
author = {Klas Leino and
Zifan Wang and
Matt Fredrikson},
editor = {Marina Meila and
Tong Zhang},
title = {Globally-Robust Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6212--6222},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/leino21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeinoWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LemeSTW21,
author = {Renato Paes Leme and
Balasubramanian Sivan and
Yifeng Teng and
Pratik Worah},
editor = {Marina Meila and
Tong Zhang},
title = {Learning to Price Against a Moving Target},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6223--6232},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/leme21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LemeSTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LemercierSCBDL21,
author = {Maud Lemercier and
Cristopher Salvi and
Thomas Cass and
Edwin V. Bonilla and
Theodoros Damoulas and
Terry J. Lyons},
editor = {Marina Meila and
Tong Zhang},
title = {SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6233--6242},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lemercier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LemercierSCBDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LevanonR21,
author = {Sagi Levanon and
Nir Rosenfeld},
editor = {Marina Meila and
Tong Zhang},
title = {Strategic Classification Made Practical},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6243--6253},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/levanon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LevanonR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LewisBDGZ21,
author = {Mike Lewis and
Shruti Bhosale and
Tim Dettmers and
Naman Goyal and
Luke Zettlemoyer},
editor = {Marina Meila and
Tong Zhang},
title = {{BASE} Layers: Simplifying Training of Large, Sparse Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6265--6274},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lewis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LewisBDGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LezamaCQ21,
author = {Jos{\'{e}} Lezama and
Wei Chen and
Qiang Qiu},
editor = {Marina Meila and
Tong Zhang},
title = {Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein
Generative Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6275--6285},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lezama21a.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LezamaCQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li021,
author = {Xiaoyun Li and
Ping Li},
editor = {Marina Meila and
Tong Zhang},
title = {Quantization Algorithms for Random Fourier Features},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6369--6380},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Li021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li0GK21,
author = {Guohao Li and
Matthias M{\"{u}}ller and
Bernard Ghanem and
Vladlen Koltun},
editor = {Marina Meila and
Tong Zhang},
title = {Training Graph Neural Networks with 1000 Layers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6437--6449},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21o.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Li0GK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li0RPZYL21,
author = {Kevin Li and
Abhishek Gupta and
Ashwin Reddy and
Vitchyr H. Pong and
Aurick Zhou and
Justin Yu and
Sergey Levine},
editor = {Marina Meila and
Tong Zhang},
title = {{MURAL:} Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven
Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6346--6356},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Li0RPZYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiB0R21,
author = {Zhize Li and
Hongyan Bao and
Xiangliang Zhang and
Peter Richt{\'{a}}rik},
editor = {Marina Meila and
Tong Zhang},
title = {{PAGE:} {A} Simple and Optimal Probabilistic Gradient Estimator for
Nonconvex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6286--6295},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiB0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiCH0X021,
author = {Wenshuo Li and
Hanting Chen and
Mingqiang Huang and
Xinghao Chen and
Chunjing Xu and
Yunhe Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Winograd Algorithm for AdderNet},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6307--6315},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiCH0X021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiD0GG21,
author = {Yuhang Li and
Shikuang Deng and
Xin Dong and
Ruihao Gong and
Shi Gu},
editor = {Marina Meila and
Tong Zhang},
title = {A Free Lunch From {ANN:} Towards Efficient, Accurate Spiking Neural
Networks Calibration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6316--6325},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiD0GG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiDC21,
author = {Xiling Li and
Rafael Dowsley and
Martine De Cock},
editor = {Marina Meila and
Tong Zhang},
title = {Privacy-Preserving Feature Selection with Secure Multiparty Computation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6326--6336},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL00S21,
author = {Xuefeng Li and
Tongliang Liu and
Bo Han and
Gang Niu and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Provably End-to-end Label-noise Learning without Anchor Points},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6403--6413},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21l.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL0SKLP21,
author = {Duanshun Li and
Jing Liu and
Dongeun Lee and
Ali Seyedmazloom and
Giridhar Kaushik and
Kookjin Lee and
Noseong Park},
editor = {Marina Meila and
Tong Zhang},
title = {A Novel Method to Solve Neural Knapsack Problems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6414--6424},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21m.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL0SKLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL21,
author = {Shaojie Li and
Yong Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Sharper Generalization Bounds for Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6392--6402},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21k.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiL21a,
author = {Haoran Li and
Wei Lu},
editor = {Marina Meila and
Tong Zhang},
title = {Mixed Cross Entropy Loss for Neural Machine Translation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6425--6436},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21n.html},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiL21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLSWW21,
author = {Bo Li and
Lijun Li and
Ankang Sun and
Chenhao Wang and
Yingfan Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Approximate Group Fairness for Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6381--6391},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21j.html},
timestamp = {Fri, 25 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiLSWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiO21,
author = {Yang Li and
Junier Oliva},
editor = {Marina Meila and
Tong Zhang},
title = {Active Feature Acquisition with Generative Surrogate Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6450--6459},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21p.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiO21a,
author = {Yang Li and
Junier Oliva},
editor = {Marina Meila and
Tong Zhang},
title = {Partially Observed Exchangeable Modeling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6460--6470},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21q.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiO21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiPZL21,
author = {Zhong Li and
Minxue Pan and
Tian Zhang and
Xuandong Li},
editor = {Marina Meila and
Tong Zhang},
title = {Testing DNN-based Autonomous Driving Systems under Critical Environmental
Conditions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6471--6482},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21r.html},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiPZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiSK21,
author = {Mengmeng Li and
Tobias Sutter and
Daniel Kuhn},
editor = {Marina Meila and
Tong Zhang},
title = {Distributionally Robust Optimization with Markovian Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6493--6503},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21t.html},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiSY21,
author = {Xiaocheng Li and
Chunlin Sun and
Yinyu Ye},
editor = {Marina Meila and
Tong Zhang},
title = {The Symmetry between Arms and Knapsacks: {A} Primal-Dual Approach
for Bandits with Knapsacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6483--6492},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21s.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWCZ21,
author = {Xiang Li and
Shusen Wang and
Kun Chen and
Zhihua Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Communication-Efficient Distributed {SVD} via Local Power Iterations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6504--6514},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21u.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWL21,
author = {Bo Li and
Qili Wang and
Gim Hee Lee},
editor = {Marina Meila and
Tong Zhang},
title = {{FILTRA:} Rethinking Steerable {CNN} by Filter Transform},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6515--6522},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21v.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiXW21,
author = {Zeng Li and
Chuanlong Xie and
Qinwen Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Asymptotic Normality and Confidence Intervals for Prediction Risk
of the Min-Norm Least Squares Estimator},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6533--6542},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21x.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZGZZSS21,
author = {Zhuohan Li and
Siyuan Zhuang and
Shiyuan Guo and
Danyang Zhuo and
Hao Zhang and
Dawn Song and
Ion Stoica},
editor = {Marina Meila and
Tong Zhang},
title = {TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale
Language Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6543--6552},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21y.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiZGZZSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZO21,
author = {Xiaoyu Li and
Zhenxun Zhuang and
Francesco Orabona},
editor = {Marina Meila and
Tong Zhang},
title = {A Second look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity,
and Performance},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6553--6564},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21z.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiZO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangWMS21,
author = {Paul Pu Liang and
Chiyu Wu and
Louis{-}Philippe Morency and
Ruslan Salakhutdinov},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Understanding and Mitigating Social Biases in Language Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6565--6576},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangWMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangZCHCL21,
author = {Tung{-}Che Liang and
Jin Zhou and
Yun{-}Sheng Chan and
Tsung{-}Yi Ho and
Krishnendu Chakrabarty and
Cy Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Parallel Droplet Control in {MEDA} Biochips using Multi-Agent Reinforcement
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6588--6599},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liang21c.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiangZCHCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangZWYKL21,
author = {Kaizhao Liang and
Jacky Y. Zhang and
Boxin Wang and
Zhuolin Yang and
Sanmi Koyejo and
Bo Li},
editor = {Marina Meila and
Tong Zhang},
title = {Uncovering the Connections Between Adversarial Transferability and
Knowledge Transferability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6577--6587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liang21b.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiangZWYKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Liao0XJGJS21,
author = {Peiyuan Liao and
Han Zhao and
Keyulu Xu and
Tommi S. Jaakkola and
Geoffrey J. Gordon and
Stefanie Jegelka and
Ruslan Salakhutdinov},
editor = {Marina Meila and
Tong Zhang},
title = {Information Obfuscation of Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6600--6610},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Liao0XJGJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LibardiFD21,
author = {Gabriele Libardi and
Gianni De Fabritiis and
Sebastian Dittert},
editor = {Marina Meila and
Tong Zhang},
title = {Guided Exploration with Proximal Policy Optimization using a Single
Demonstration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6611--6620},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/libardi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LibardiFD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LikhosherstovSC21,
author = {Valerii Likhosherstov and
Xingyou Song and
Krzysztof Choromanski and
Jared Quincy Davis and
Adrian Weller},
editor = {Marina Meila and
Tong Zhang},
title = {Debiasing a First-order Heuristic for Approximate Bi-level Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6621--6630},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/likhosherstov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LikhosherstovSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinAD21,
author = {Chi{-}Heng Lin and
Mehdi Azabou and
Eva L. Dyer},
editor = {Marina Meila and
Tong Zhang},
title = {Making transport more robust and interpretable by moving data through
a small number of anchor points},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6631--6641},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinHJ21,
author = {Xiang Lin and
Simeng Han and
Shafiq R. Joty},
editor = {Marina Meila and
Tong Zhang},
title = {Straight to the Gradient: Learning to Use Novel Tokens for Neural
Text Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6642--6653},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinLL21,
author = {Wanyu Lin and
Hao Lan and
Baochun Li},
editor = {Marina Meila and
Tong Zhang},
title = {Generative Causal Explanations for Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6666--6679},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinNK021,
author = {Wu Lin and
Frank Nielsen and
Mohammad Emtiyaz Khan and
Mark Schmidt},
editor = {Marina Meila and
Tong Zhang},
title = {Tractable structured natural-gradient descent using local parameterizations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6680--6691},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinNK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinznerK21,
author = {Dominik Linzner and
Heinz Koeppl},
editor = {Marina Meila and
Tong Zhang},
title = {Active Learning of Continuous-time Bayesian Networks through Interventions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6692--6701},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/linzner21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinznerK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lipman21,
author = {Yaron Lipman},
editor = {Marina Meila and
Tong Zhang},
title = {Phase Transitions, Distance Functions, and Implicit Neural Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6702--6712},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lipman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lipman21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/List21,
author = {Florian List},
editor = {Marina Meila and
Tong Zhang},
title = {The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6713--6724},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/list21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/List21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Liu0LWZTT0Z21,
author = {Xinwang Liu and
Li Liu and
Qing Liao and
Siwei Wang and
Yi Zhang and
Wenxuan Tu and
Chang Tang and
Jiyuan Liu and
En Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {One Pass Late Fusion Multi-view Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6850--6859},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21l.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Liu0LWZTT0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Liu21,
author = {Yang Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding Instance-Level Label Noise: Disparate Impacts and Treatments},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6725--6735},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Liu21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuA21,
author = {Hao Liu and
Pieter Abbeel},
editor = {Marina Meila and
Tong Zhang},
title = {{APS:} Active Pretraining with Successor Features},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6736--6747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21b.html},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuBMY21,
author = {Yang Liu and
Jeremy Bernstein and
Markus Meister and
Yisong Yue},
editor = {Marina Meila and
Tong Zhang},
title = {Learning by Turning: Neural Architecture Aware Optimisation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6748--6758},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuBMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCT21,
author = {Guan{-}Horng Liu and
Tianrong Chen and
Evangelos A. Theodorou},
editor = {Marina Meila and
Tong Zhang},
title = {Dynamic Game Theoretic Neural Optimizer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6759--6769},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCZL21,
author = {Hao Liu and
Minshuo Chen and
Tuo Zhao and
Wenjing Liao},
editor = {Marina Meila and
Tong Zhang},
title = {Besov Function Approximation and Binary Classification on Low-Dimensional
Manifolds Using Convolutional Residual Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6770--6780},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21e.html},
timestamp = {Tue, 19 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuCZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuH00S21,
author = {Jiashuo Liu and
Zheyuan Hu and
Peng Cui and
Bo Li and
Zheyan Shen},
editor = {Marina Meila and
Tong Zhang},
title = {Heterogeneous Risk Minimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6804--6814},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuH00S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuH21,
author = {Siqi Liu and
Milos Hauskrecht},
editor = {Marina Meila and
Tong Zhang},
title = {Event Outlier Detection in Continuous Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6793--6803},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21g.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHCRKSLF21,
author = {Evan Zheran Liu and
Behzad Haghgoo and
Annie S. Chen and
Aditi Raghunathan and
Pang Wei Koh and
Shiori Sagawa and
Percy Liang and
Chelsea Finn},
editor = {Marina Meila and
Tong Zhang},
title = {Just Train Twice: Improving Group Robustness without Training Group
Information},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6781--6792},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuHCRKSLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHHL21,
author = {Linfeng Liu and
Michael C. Hughes and
Soha Hassoun and
Liping Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Stochastic Iterative Graph Matching},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6815--6825},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21i.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuHHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuJ0LLW0T21,
author = {Xiaorui Liu and
Wei Jin and
Yao Ma and
Yaxin Li and
Hua Liu and
Yiqi Wang and
Ming Yan and
Jiliang Tang},
editor = {Marina Meila and
Tong Zhang},
title = {Elastic Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6837--6849},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21k.html},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuJ0LLW0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuJYS21,
author = {Iou{-}Jen Liu and
Unnat Jain and
Raymond A. Yeh and
Alexander G. Schwing},
editor = {Marina Meila and
Tong Zhang},
title = {Cooperative Exploration for Multi-Agent Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6826--6836},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21j.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuJYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLSGZA21,
author = {Bo Liu and
Qiang Liu and
Peter Stone and
Animesh Garg and
Yuke Zhu and
Anima Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6860--6870},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21m.html},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuLSGZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLU21,
author = {Kangqiao Liu and
Ziyin Liu and
Masahito Ueda},
editor = {Marina Meila and
Tong Zhang},
title = {Noise and Fluctuation of Finite Learning Rate Stochastic Gradient
Descent},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7045--7056},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21ad.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuLU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLWQ0KZ21,
author = {Yiwei Liu and
Jiamou Liu and
Kaibin Wan and
Zhan Qin and
Zijian Zhang and
Bakhadyr Khoussainov and
Liehuang Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures
with Incremental Social Instruments},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6871--6881},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21n.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuLWQ0KZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLYZZ21,
author = {Risheng Liu and
Xuan Liu and
Xiaoming Yuan and
Shangzhi Zeng and
Jin Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {A Value-Function-based Interior-point Method for Non-convex Bi-level
Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6882--6892},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21o.html},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuLYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuMPP21,
author = {Shiwei Liu and
Decebal Constantin Mocanu and
Yulong Pei and
Mykola Pechenizkiy},
editor = {Marina Meila and
Tong Zhang},
title = {Selfish Sparse {RNN} Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6893--6904},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21p.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuMPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuO21,
author = {Rui Liu and
Alex Olshevsky},
editor = {Marina Meila and
Tong Zhang},
title = {Temporal Difference Learning as Gradient Splitting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6905--6913},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21q.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuPRT21,
author = {Zifan Liu and
Jongho Park and
Theodoros Rekatsinas and
Christos Tzamos},
editor = {Marina Meila and
Tong Zhang},
title = {On Robust Mean Estimation under Coordinate-level Corruption},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6914--6924},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21r.html},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuPRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuRLF21,
author = {Evan Zheran Liu and
Aditi Raghunathan and
Percy Liang and
Chelsea Finn},
editor = {Marina Meila and
Tong Zhang},
title = {Decoupling Exploration and Exploitation for Meta-Reinforcement Learning
without Sacrifices},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6925--6935},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21s.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuRLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuS21,
author = {Yuhan Liu and
Shiliang Sun},
editor = {Marina Meila and
Tong Zhang},
title = {SagaNet: {A} Small Sample Gated Network for Pediatric Cancer Diagnosis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6947--6956},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21u.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSLHHC21,
author = {Zechun Liu and
Zhiqiang Shen and
Shichao Li and
Koen Helwegen and
Dong Huang and
Kwang{-}Ting Cheng},
editor = {Marina Meila and
Tong Zhang},
title = {How Do Adam and Training Strategies Help BNNs Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6936--6946},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21t.html},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSLHHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSWTZ21,
author = {Boyang Liu and
Mengying Sun and
Ding Wang and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Deep Neural Networks under Agnostic Corrupted Supervision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6957--6967},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21v.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSWTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuV0UW21,
author = {Terrance Liu and
Giuseppe Vietri and
Thomas Steinke and
Jonathan R. Ullman and
Zhiwei Steven Wu},
editor = {Marina Meila and
Tong Zhang},
title = {Leveraging Public Data for Practical Private Query Release},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6968--6977},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21w.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuV0UW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuWZ21,
author = {Hanwen Liu and
Zhenyu Weng and
Yuesheng Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {Watermarking Deep Neural Networks with Greedy Residuals},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6978--6988},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21x.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYBJ21,
author = {Qinghua Liu and
Tiancheng Yu and
Yu Bai and
Chi Jin},
editor = {Marina Meila and
Tong Zhang},
title = {A Sharp Analysis of Model-based Reinforcement Learning with Self-Play},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7001--7010},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21z.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuYBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYMP21,
author = {Shiwei Liu and
Lu Yin and
Decebal Constantin Mocanu and
Mykola Pechenizkiy},
editor = {Marina Meila and
Tong Zhang},
title = {Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization
in Sparse Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6989--7000},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21y.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuYMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZKZXWCYLZ21,
author = {Liyang Liu and
Shilong Zhang and
Zhanghui Kuang and
Aojun Zhou and
Jing{-}Hao Xue and
Xinjiang Wang and
Yimin Chen and
Wenming Yang and
Qingmin Liao and
Wayne Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Group Fisher Pruning for Practical Network Compression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7021--7032},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21ab.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuZKZXWCYLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZYBW21,
author = {Lewis Liu and
Yufeng Zhang and
Zhuoran Yang and
Reza Babanezhad and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Infinite-Dimensional Optimization for Zero-Sum Games via Variational
Transport},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7033--7044},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21ac.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuZYBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiutkusCWSYR21,
author = {Antoine Liutkus and
Ondrej C{\'{\i}}fka and
Shih{-}Lun Wu and
Umut Simsekli and
Yi{-}Hsuan Yang and
Ga{\"{e}}l Richard},
editor = {Marina Meila and
Tong Zhang},
title = {Relative Positional Encoding for Transformers with Linear Complexity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7067--7079},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liutkus21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiutkusCWSYR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LobosGW21,
author = {Alfonso Lobos and
Paul Grigas and
Zheng Wen},
editor = {Marina Meila and
Tong Zhang},
title = {Joint Online Learning and Decision-making via Dual Mirror Descent},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7080--7089},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lobos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LobosGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LopezPT0W21,
author = {Federico L{\'{o}}pez and
Beatrice Pozzetti and
Steve Trettel and
Michael Strube and
Anna Wienhard},
editor = {Marina Meila and
Tong Zhang},
title = {Symmetric Spaces for Graph Embeddings: {A} Finsler-Riemannian Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7090--7101},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lopez21a.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LopezPT0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lou021,
author = {Qian Lou and
Lei Jiang},
editor = {Marina Meila and
Tong Zhang},
title = {{HEMET:} {A} Homomorphic-Encryption-Friendly Privacy-Preserving Mobile
Neural Network Architecture},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7102--7110},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lou21a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lou021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lu0XN21,
author = {Yang Young Lu and
Wenbo Guo and
Xinyu Xing and
William Stafford Noble},
editor = {Marina Meila and
Tong Zhang},
title = {{DANCE:} Enhancing saliency maps using decoys},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7124--7133},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lu0XN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuL0SS21,
author = {Nan Lu and
Shida Lei and
Gang Niu and
Issei Sato and
Masashi Sugiyama},
editor = {Marina Meila and
Tong Zhang},
title = {Binary Classification from Multiple Unlabeled Datasets via Surrogate
Set Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7134--7144},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuL0SS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuPCWSF21,
author = {Yucheng Lu and
Youngsuk Park and
Lifan Chen and
Yuyang Wang and
Christopher De Sa and
Dean Foster},
editor = {Marina Meila and
Tong Zhang},
title = {Variance Reduced Training with Stratified Sampling for Forecasting
Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7145--7155},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21d.html},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuPCWSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuS21,
author = {Yucheng Lu and
Christopher De Sa},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Complexity in Decentralized Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7111--7123},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuYBN21,
author = {Yang Young Lu and
Timothy C. Yu and
Giancarlo Bonora and
William Stafford Noble},
editor = {Marina Meila and
Tong Zhang},
title = {{ACE:} Explaining cluster from an adversarial perspective},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7156--7167},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lu21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuYBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LucasBZFZG21,
author = {James Lucas and
Juhan Bae and
Michael R. Zhang and
Stanislav Fort and
Richard S. Zemel and
Roger B. Grosse},
editor = {Marina Meila and
Tong Zhang},
title = {On Monotonic Linear Interpolation of Neural Network Parameters},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7168--7179},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lucas21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LucasBZFZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LukovnikovF21,
author = {Denis Lukovnikov and
Asja Fischer},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps
Learning Long-Range Dependencies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7180--7191},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lukovnikov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LukovnikovF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuoYJ21,
author = {Youzhi Luo and
Keqiang Yan and
Shuiwang Ji},
editor = {Marina Meila and
Tong Zhang},
title = {GraphDF: {A} Discrete Flow Model for Molecular Graph Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7192--7203},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/luo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuoYJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LupuCHF21,
author = {Andrei Lupu and
Brandon Cui and
Hengyuan Hu and
Jakob N. Foerster},
editor = {Marina Meila and
Tong Zhang},
title = {Trajectory Diversity for Zero-Shot Coordination},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7204--7213},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lupu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LupuCHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LutatiW21,
author = {Shahar Lutati and
Lior Wolf},
editor = {Marina Meila and
Tong Zhang},
title = {HyperHyperNetwork for the Design of Antenna Arrays},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7214--7223},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lutati21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LutatiW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LutterM0FG21,
author = {Michael Lutter and
Shie Mannor and
Jan Peters and
Dieter Fox and
Animesh Garg},
editor = {Marina Meila and
Tong Zhang},
title = {Value Iteration in Continuous Actions, States and Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7224--7234},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lutter21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LutterM0FG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaB21,
author = {Xingchen Ma and
Matthew B. Blaschko},
editor = {Marina Meila and
Tong Zhang},
title = {Meta-Cal: Well-controlled Post-hoc Calibration by Ranking},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7235--7245},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ma21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaHLZ21,
author = {Baorui Ma and
Zhizhong Han and
Yu{-}Shen Liu and
Matthias Zwicker},
editor = {Marina Meila and
Tong Zhang},
title = {Neural-Pull: Learning Signed Distance Function from Point clouds by
Learning to Pull Space onto Surface},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7246--7257},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ma21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaHLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaLZ021,
author = {Shaojun Ma and
Shu Liu and
Hongyuan Zha and
Haomin Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Stochastic Behaviour from Aggregate Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7258--7267},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ma21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaLZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MacgregorS21,
author = {Peter Macgregor and
He Sun},
editor = {Marina Meila and
Tong Zhang},
title = {Local Algorithms for Finding Densely Connected Clusters},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7268--7278},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/macgregor21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MacgregorS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MadaanSH21,
author = {Divyam Madaan and
Jinwoo Shin and
Sung Ju Hwang},
editor = {Marina Meila and
Tong Zhang},
title = {Learning to Generate Noise for Multi-Attack Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7279--7289},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/madaan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MadaanSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaggioniMQZ21,
author = {Mauro Maggioni and
Jason Miller and
Hongda Qiu and
Ming Zhong},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Interaction Kernels for Agent Systems on Riemannian Manifolds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7290--7300},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/maggioni21a.html},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaggioniMQZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahajanSMMGKWZA21,
author = {Anuj Mahajan and
Mikayel Samvelyan and
Lei Mao and
Viktor Makoviychuk and
Animesh Garg and
Jean Kossaifi and
Shimon Whiteson and
Yuke Zhu and
Animashree Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7301--7312},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mahajan21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MahajanSMMGKWZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahajanTS21,
author = {Divyat Mahajan and
Shruti Tople and
Amit Sharma},
editor = {Marina Meila and
Tong Zhang},
title = {Domain Generalization using Causal Matching},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7313--7324},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mahajan21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MahajanTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mai021,
author = {Vien V. Mai and
Mikael Johansson},
editor = {Marina Meila and
Tong Zhang},
title = {Stability and Convergence of Stochastic Gradient Clipping: Beyond
Lipschitz Continuity and Smoothness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7325--7335},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mai21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Mai021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakZO21,
author = {Carol Mak and
Fabian Zaiser and
Luke Ong},
editor = {Marina Meila and
Tong Zhang},
title = {Nonparametric Hamiltonian Monte Carlo},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7336--7347},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mak21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MakZO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakarWHHSG21,
author = {Maggie Makar and
Lauren West and
David Hooper and
Eric Horvitz and
Erica Shenoy and
John V. Guttag},
editor = {Marina Meila and
Tong Zhang},
title = {Exploiting structured data for learning contagious diseases under
incomplete testing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7348--7357},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/makar21a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MakarWHHSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakarychevS21,
author = {Konstantin Makarychev and
Liren Shan},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Algorithms for Explainable k-Medians and k-Means},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7358--7367},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/makarychev21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MakarychevS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakkuvaLJMOV21,
author = {Ashok Vardhan Makkuva and
Xiyang Liu and
Mohammad Vahid Jamali and
Hessam Mahdavifar and
Sewoong Oh and
Pramod Viswanath},
editor = {Marina Meila and
Tong Zhang},
title = {{KO} codes: inventing nonlinear encoding and decoding for reliable
wireless communication via deep-learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7368--7378},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/makkuva21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MakkuvaLJMOV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalachKAS21,
author = {Eran Malach and
Pritish Kamath and
Emmanuel Abbe and
Nathan Srebro},
editor = {Marina Meila and
Tong Zhang},
title = {Quantifying the Benefit of Using Differentiable Learning over Tangent
Kernels},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7379--7389},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/malach21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalachKAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalikAA021,
author = {Shehryar Malik and
Usman Anwar and
Alireza Aghasi and
Ali Ahmed},
editor = {Marina Meila and
Tong Zhang},
title = {Inverse Constrained Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7390--7399},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/malik21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalikAA021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalikB21,
author = {Osman Asif Malik and
Stephen Becker},
editor = {Marina Meila and
Tong Zhang},
title = {A Sampling-Based Method for Tensor Ring Decomposition},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7400--7411},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/malik21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalikB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalikPSL21,
author = {Dhruv Malik and
Aldo Pacchiano and
Vishwak Srinivasan and
Yuanzhi Li},
editor = {Marina Meila and
Tong Zhang},
title = {Sample Efficient Reinforcement Learning In Continuous State Spaces:
{A} Perspective Beyond Linearity},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7412--7422},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/malik21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalikPSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalkomesCLM21,
author = {Gustavo Malkomes and
Bolong Cheng and
Eric Hans Lee and
Mike Mccourt},
editor = {Marina Meila and
Tong Zhang},
title = {Beyond the Pareto Efficient Frontier: Constraint Active Search for
Multiobjective Experimental Design},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7423--7434},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/malkomes21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalkomesCLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaoZZSB21,
author = {Weichao Mao and
Kaiqing Zhang and
Ruihao Zhu and
David Simchi{-}Levi and
Tamer Basar},
editor = {Marina Meila and
Tong Zhang},
title = {Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic
MDPs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7447--7458},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mao21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaoZZSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarjaniP21,
author = {Aymen Al Marjani and
Alexandre Prouti{\`{e}}re},
editor = {Marina Meila and
Tong Zhang},
title = {Adaptive Sampling for Best Policy Identification in Markov Decision
Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7459--7468},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/marjani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarjaniP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarrisMLTG21,
author = {Luke Marris and
Paul Muller and
Marc Lanctot and
Karl Tuyls and
Thore Graepel},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7480--7491},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/marris21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarrisMLTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinezBPRS21,
author = {Natalia Mart{\'{\i}}nez and
Mart{\'{\i}}n Bertr{\'{a}}n and
Afroditi Papadaki and
Miguel R. D. Rodrigues and
Guillermo Sapiro},
editor = {Marina Meila and
Tong Zhang},
title = {Blind Pareto Fairness and Subgroup Robustness},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7492--7501},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/martinez21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MartinezBPRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MastakouriSJ21,
author = {Atalanti{-}Anastasia Mastakouri and
Bernhard Sch{\"{o}}lkopf and
Dominik Janzing},
editor = {Marina Meila and
Tong Zhang},
title = {Necessary and sufficient conditions for causal feature selection in
time series with latent common causes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7502--7511},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mastakouri21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MastakouriSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MastouriZGKSKGM21,
author = {Afsaneh Mastouri and
Yuchen Zhu and
Limor Gultchin and
Anna Korba and
Ricardo Silva and
Matt J. Kusner and
Arthur Gretton and
Krikamol Muandet},
editor = {Marina Meila and
Tong Zhang},
title = {Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment
Restriction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7512--7523},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mastouri21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MastouriZGKSKGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaurerPPP21,
author = {Andreas Maurer and
Daniela Angela Parletta and
Andrea Paudice and
Massimiliano Pontil},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Unsupervised Learning via L-statistic Minimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7524--7533},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/maurer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaurerPPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MazzettoCSBU21,
author = {Alessio Mazzetto and
Cyrus Cousins and
Dylan Sam and
Stephen H. Bach and
Eli Upfal},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Multi Class Learning under Weak Supervision with Performance
Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7534--7543},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mazzetto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MazzettoCSBU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MehrabiJRRM21,
author = {Mohammad Mehrabi and
Adel Javanmard and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai},
editor = {Marina Meila and
Tong Zhang},
title = {Fundamental Tradeoffs in Distributionally Adversarial Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7544--7554},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mehrabi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MehrabiJRRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeiGDSS21,
author = {Jincheng Mei and
Yue Gao and
Bo Dai and
Csaba Szepesv{\'{a}}ri and
Dale Schuurmans},
editor = {Marina Meila and
Tong Zhang},
title = {Leveraging Non-uniformity in First-order Non-convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7555--7564},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mei21a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MeiGDSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeiromMMC21,
author = {Eli A. Meirom and
Haggai Maron and
Shie Mannor and
Gal Chechik},
editor = {Marina Meila and
Tong Zhang},
title = {Controlling Graph Dynamics with Reinforcement Learning and Graph Neural
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7565--7577},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/meirom21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MeiromMMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MelG21,
author = {Gabriel Mel and
Surya Ganguli},
editor = {Marina Meila and
Tong Zhang},
title = {A theory of high dimensional regression with arbitrary correlations
between input features and target functions: sample complexity, multiple
descent curves and a hierarchy of phase transitions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7578--7587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mel21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MelG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MellorTSC21,
author = {Joe Mellor and
Jack Turner and
Amos J. Storkey and
Elliot J. Crowley},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Architecture Search without Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7588--7598},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mellor21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MellorTSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenardDJKLV21,
author = {Pierre M{\'{e}}nard and
Omar Darwiche Domingues and
Anders Jonsson and
Emilie Kaufmann and
Edouard Leurent and
Michal Valko},
editor = {Marina Meila and
Tong Zhang},
title = {Fast active learning for pure exploration in reinforcement learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7599--7608},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/menard21a.html},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MenardDJKLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenardDSV21,
author = {Pierre M{\'{e}}nard and
Omar Darwiche Domingues and
Xuedong Shang and
Michal Valko},
editor = {Marina Meila and
Tong Zhang},
title = {{UCB} Momentum Q-learning: Correcting the bias without forgetting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7609--7618},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/menard21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenardDSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengC21,
author = {Tao Meng and
Kai{-}Wei Chang},
editor = {Marina Meila and
Tong Zhang},
title = {An Integer Linear Programming Framework for Mining Constraints from
Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7619--7631},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/meng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MengC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenonRRKK21,
author = {Aditya Krishna Menon and
Ankit Singh Rawat and
Sashank J. Reddi and
Seungyeon Kim and
Sanjiv Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {A statistical perspective on distillation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7632--7642},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/menon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MenonRRKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MerchantMSC21,
author = {Amil Merchant and
Luke Metz and
Samuel S. Schoenholz and
Ekin D. Cubuk},
editor = {Marina Meila and
Tong Zhang},
title = {Learn2Hop: Learned Optimization on Rough Landscapes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7643--7653},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/merchant21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MerchantMSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardWVTSHDSH21,
author = {Thomas Mesnard and
Theophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Thomas S. Stepleton and
Nicolas Heess and
Arthur Guez and
Eric Moulines and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
editor = {Marina Meila and
Tong Zhang},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7654--7664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mesnard21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardWVTSHDSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MetelliRCR21,
author = {Alberto Maria Metelli and
Giorgia Ramponi and
Alessandro Concetti and
Marcello Restelli},
editor = {Marina Meila and
Tong Zhang},
title = {Provably Efficient Learning of Transferable Rewards},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7665--7676},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/metelli21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MetelliRCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeunierSPAC21,
author = {Laurent Meunier and
Meyer Scetbon and
Rafael Pinot and
Jamal Atif and
Yann Chevaleyre},
editor = {Marina Meila and
Tong Zhang},
title = {Mixed Nash Equilibria in the Adversarial Examples Game},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7677--7687},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/meunier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MeunierSPAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MguniWDYWLWJW21,
author = {David Henry Mguni and
Yutong Wu and
Yali Du and
Yaodong Yang and
Ziyi Wang and
Minne Li and
Ying Wen and
Joel Jennings and
Jun Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Learning in Nonzero-Sum Stochastic Games with Potentials},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7688--7699},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mguni21a.html},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MguniWDYWLWJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MiaoLLCMWX21,
author = {Chenfeng Miao and
Shuang Liang and
Zhengchen Liu and
Minchuan Chen and
Jun Ma and
Shaojun Wang and
Jing Xiao},
editor = {Marina Meila and
Tong Zhang},
title = {EfficientTTS: An Efficient and High-Quality Text-to-Speech Architecture},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7700--7709},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/miao21a.html},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MiaoLLCMWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerPZ21,
author = {John Miller and
Juan C. Perdomo and
Tijana Zrnic},
editor = {Marina Meila and
Tong Zhang},
title = {Outside the Echo Chamber: Optimizing the Performative Risk},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7710--7720},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/miller21a.html},
timestamp = {Thu, 14 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerPZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerTRSKSLCS21,
author = {John Miller and
Rohan Taori and
Aditi Raghunathan and
Shiori Sagawa and
Pang Wei Koh and
Vaishaal Shankar and
Percy Liang and
Yair Carmon and
Ludwig Schmidt},
editor = {Marina Meila and
Tong Zhang},
title = {Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution
and In-Distribution Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7721--7735},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/miller21b.html},
timestamp = {Thu, 14 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerTRSKSLCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MinH21,
author = {Ming Min and
Ruimeng Hu},
editor = {Marina Meila and
Tong Zhang},
title = {Signatured Deep Fictitious Play for Mean Field Games with Common Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7736--7747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/min21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MinH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MinLYH21,
author = {Dongchan Min and
Dong Bok Lee and
Eunho Yang and
Sung Ju Hwang},
editor = {Marina Meila and
Tong Zhang},
title = {Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7748--7759},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/min21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MinLYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MinTVM21,
author = {Hancheng Min and
Salma Tarmoun and
Ren{\'{e}} Vidal and
Enrique Mallada},
editor = {Marina Meila and
Tong Zhang},
title = {On the Explicit Role of Initialization on the Convergence and Implicit
Bias of Overparametrized Linear Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7760--7768},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/min21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MinTVM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitaFM21,
author = {Graziano Mita and
Maurizio Filippone and
Pietro Michiardi},
editor = {Marina Meila and
Tong Zhang},
title = {An Identifiable Double {VAE} For Disentangled Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7769--7779},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mita21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitaFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitchellRPLF21,
author = {Eric Mitchell and
Rafael Rafailov and
Xue Bin Peng and
Sergey Levine and
Chelsea Finn},
editor = {Marina Meila and
Tong Zhang},
title = {Offline Meta-Reinforcement Learning with Advantage Weighting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7780--7791},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mitchell21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitchellRPLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MiyagawaE21,
author = {Taiki Miyagawa and
Akinori F. Ebihara},
editor = {Marina Meila and
Tong Zhang},
title = {The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation
for Speed-Accuracy Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7792--7804},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/miyagawa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MiyagawaE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MorrillDLWBG21,
author = {Dustin Morrill and
Ryan D'Orazio and
Marc Lanctot and
James R. Wright and
Michael Bowling and
Amy R. Greenwald},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Deviation Types and Learning for Hindsight Rationality in
Extensive-Form Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7818--7828},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/morrill21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MorrillDLWBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MorrillSKF21,
author = {James Morrill and
Cristopher Salvi and
Patrick Kidger and
James Foster},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Rough Differential Equations for Long Time Series},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7829--7838},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/morrill21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MorrillSKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MoshkovitzYC21,
author = {Michal Moshkovitz and
Yao{-}Yuan Yang and
Kamalika Chaudhuri},
editor = {Marina Meila and
Tong Zhang},
title = {Connecting Interpretability and Robustness in Decision Trees through
Separation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7839--7849},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/moshkovitz21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MoshkovitzYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MukherjeeGSSY21,
author = {Debarghya Mukherjee and
Aritra Guha and
Justin M. Solomon and
Yuekai Sun and
Mikhail Yurochkin},
editor = {Marina Meila and
Tong Zhang},
title = {Outlier-Robust Optimal Transport},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7850--7860},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mukherjee21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MukherjeeGSSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunteanuOW21,
author = {Alexander Munteanu and
Simon Omlor and
David P. Woodruff},
editor = {Marina Meila and
Tong Zhang},
title = {Oblivious Sketching for Logistic Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7861--7871},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/munteanu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MunteanuOW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MurataS21,
author = {Tomoya Murata and
Taiji Suzuki},
editor = {Marina Meila and
Tong Zhang},
title = {Bias-Variance Reduced Local {SGD} for Less Heterogeneous Federated
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7872--7881},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/murata21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MurataS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MurphyEJRM21,
author = {Kieran A. Murphy and
Carlos Esteves and
Varun Jampani and
Srikumar Ramalingam and
Ameesh Makadia},
editor = {Marina Meila and
Tong Zhang},
title = {Implicit-PDF: Non-Parametric Representation of Probability Distributions
on the Rotation Manifold},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7882--7893},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/murphy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MurphyEJRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mutny021,
author = {Mojmir Mutny and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {No-regret Algorithms for Capturing Events in Poisson Point Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7894--7904},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mutny21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Mutny021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NabatiZM21,
author = {Ofir Nabati and
Tom Zahavy and
Shie Mannor},
editor = {Marina Meila and
Tong Zhang},
title = {Online Limited Memory Neural-Linear Bandits with Likelihood Matching},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7905--7915},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nabati21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NabatiZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NakagawaKS21,
author = {Akira Nakagawa and
Keizo Kato and
Taiji Suzuki},
editor = {Marina Meila and
Tong Zhang},
title = {Quantitative Understanding of {VAE} as a Non-linearly Scaled Isometric
Embedding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7916--7926},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nakagawa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NakagawaKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NamKP21,
author = {Daniel Wontae Nam and
Younghoon Kim and
Chan Y. Park},
editor = {Marina Meila and
Tong Zhang},
title = {{GMAC:} {A} Distributional Perspective on Actor-Critic Framework},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7927--7936},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NamKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarayananPSCZ21,
author = {Deepak Narayanan and
Amar Phanishayee and
Kaiyu Shi and
Xie Chen and
Matei Zaharia},
editor = {Marina Meila and
Tong Zhang},
title = {Memory-Efficient Pipeline-Parallel {DNN} Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7937--7947},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/narayanan21a.html},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NarayananPSCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NarayananSIZ21,
author = {Shyam Narayanan and
Sandeep Silwal and
Piotr Indyk and
Or Zamir},
editor = {Marina Meila and
Tong Zhang},
title = {Randomized Dimensionality Reduction for Facility Location and Single-Linkage
Clustering},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7948--7957},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/narayanan21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NarayananSIZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NashMDB21,
author = {Charlie Nash and
Jacob Menick and
Sander Dieleman and
Peter W. Battaglia},
editor = {Marina Meila and
Tong Zhang},
title = {Generating images with sparse representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7958--7968},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nash21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NashMDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarovskiiRS21,
author = {Viacheslav Natarovskii and
Daniel Rudolf and
Bj{\"{o}}rn Sprungk},
editor = {Marina Meila and
Tong Zhang},
title = {Geometric convergence of elliptical slice sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7969--7978},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/natarovskii21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarovskiiRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NaymanANZ21,
author = {Niv Nayman and
Yonathan Aflalo and
Asaf Noy and
Lihi Zelnik},
editor = {Marina Meila and
Tong Zhang},
title = {HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture
Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7979--7990},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nayman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NaymanANZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NdousseELJ21,
author = {Kamal Ndousse and
Douglas Eck and
Sergey Levine and
Natasha Jaques},
editor = {Marina Meila and
Tong Zhang},
title = {Emergent Social Learning via Multi-agent Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7991--8004},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ndousse21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NdousseELJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeiswangerWE21,
author = {Willie Neiswanger and
Ke Alexander Wang and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Algorithm Execution: Estimating Computable Properties of
Black-box Functions Using Mutual Information},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8005--8015},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/neiswanger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeiswangerWE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NekoeiBCC21,
author = {Hadi Nekoei and
Akilesh Badrinaaraayanan and
Aaron C. Courville and
Sarath Chandar},
editor = {Marina Meila and
Tong Zhang},
title = {Continuous Coordination As a Realistic Scenario for Lifelong Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8016--8024},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nekoei21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NekoeiBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NemecekP21,
author = {Mark W. Nemecek and
Ron Parr},
editor = {Marina Meila and
Tong Zhang},
title = {Policy Caches with Successor Features},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8025--8033},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nemecek21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NemecekP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Neto21,
author = {Elias Chaibub Neto},
editor = {Marina Meila and
Tong Zhang},
title = {Causality-aware counterfactual confounding adjustment as an alternative
to linear residualization in anticausal prediction tasks based on
linear learners},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8034--8044},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/neto21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Neto21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NgoSS021,
author = {Dung Daniel T. Ngo and
Logan Stapleton and
Vasilis Syrgkanis and
Steven Wu},
editor = {Marina Meila and
Tong Zhang},
title = {Incentivizing Compliance with Algorithmic Instruments},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8045--8055},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ngo21a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NgoSS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Nguyen21,
author = {Quynh Nguyen},
editor = {Marina Meila and
Tong Zhang},
title = {On the Proof of Global Convergence of Gradient Descent for Deep ReLU
Networks with Linear Widths},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8056--8062},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Nguyen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenDLJ21,
author = {Quoc Phong Nguyen and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Value-at-Risk Optimization with Gaussian Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8063--8072},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenDLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenJN0A21,
author = {Xuan{-}Phi Nguyen and
Shafiq R. Joty and
Thanh{-}Tung Nguyen and
Kui Wu and
Ai Ti Aw},
editor = {Marina Meila and
Tong Zhang},
title = {Cross-model Back-translated Distillation for Unsupervised Machine
Translation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8073--8083},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenJN0A21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenLYO21,
author = {Vu Nguyen and
Tam Le and
Makoto Yamada and
Michael A. Osborne},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Transport Kernels for Sequential and Parallel Neural Architecture
Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8084--8095},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenLYO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenMG21,
author = {Quan Nguyen and
Arghavan Modiri and
Roman Garnett},
editor = {Marina Meila and
Tong Zhang},
title = {Nonmyopic Multifidelity Acitve Search},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8109--8118},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenMM21,
author = {Quynh Nguyen and
Marco Mondelli and
Guido F. Mont{\'{u}}far},
editor = {Marina Meila and
Tong Zhang},
title = {Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel
for Deep ReLU Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8119--8129},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21g.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenMSDS21,
author = {Khanh Nguyen and
Dipendra Misra and
Robert E. Schapire and
Miroslav Dud{\'{\i}}k and
Patrick Shafto},
editor = {Marina Meila and
Tong Zhang},
title = {Interactive Learning from Activity Description},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8096--8108},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenMSDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenSPBE21,
author = {Tung D. Nguyen and
Rui Shu and
Tuan Pham and
Hung Bui and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Temporal Predictive Coding For Model-Based Planning In Latent Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8130--8139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21h.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenSPBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenV21,
author = {Dung Nguyen and
Anil Vullikanti},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Densest Subgraph Detection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8140--8151},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21i.html},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiGSKG21,
author = {Renkun Ni and
Micah Goldblum and
Amr Sharaf and
Kezhi Kong and
Tom Goldstein},
editor = {Marina Meila and
Tong Zhang},
title = {Data Augmentation for Meta-Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8152--8161},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiGSKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NicholD21,
author = {Alexander Quinn Nichol and
Prafulla Dhariwal},
editor = {Marina Meila and
Tong Zhang},
title = {Improved Denoising Diffusion Probabilistic Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8162--8171},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nichol21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NicholD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NietertGK21,
author = {Sloan Nietert and
Ziv Goldfeld and
Kengo Kato},
editor = {Marina Meila and
Tong Zhang},
title = {Smooth p-Wasserstein Distance: Structure, Empirical Approximation,
and Statistical Applications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8172--8183},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nietert21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NietertGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NievesYSMWW21,
author = {Nicolas Perez Nieves and
Yaodong Yang and
Oliver Slumbers and
David Henry Mguni and
Ying Wen and
Jun Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Modelling Behavioural Diversity for Learning in Open-Ended Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8514--8524},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perez-nieves21a.html},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NievesYSMWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuWXZGZWT21,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Guanghui Xu and
Yifan Zhang and
Yong Guo and
Peilin Zhao and
Peng Wang and
Mingkui Tan},
editor = {Marina Meila and
Tong Zhang},
title = {AdaXpert: Adapting Neural Architecture for Growing Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8184--8194},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/niu21a.html},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NiuWXZGZWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Niwa0KHSF21,
author = {Kenta Niwa and
Guoqiang Zhang and
W. Bastiaan Kleijn and
Noboru Harada and
Hiroshi Sawada and
Akinori Fujino},
editor = {Marina Meila and
Tong Zhang},
title = {Asynchronous Decentralized Optimization With Implicit Stochastic Variance
Reduction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8195--8204},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/niwa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Niwa0KHSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NoYSR21,
author = {Albert No and
Taeho Yoon and
Sehyun Kwon and
Ernest K. Ryu},
editor = {Marina Meila and
Tong Zhang},
title = {{WGAN} with an Infinitely Wide Generator Has No Spurious Stationary
Points},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8205--8215},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/no21a.html},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NoYSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Nock0HINPST21,
author = {Richard Nock and
Stephen Hardy and
Wilko Henecka and
Hamish Ivey{-}Law and
Jakub Nabaglo and
Giorgio Patrini and
Guillaume Smith and
Brian Thorne},
editor = {Marina Meila and
Tong Zhang},
title = {The Impact of Record Linkage on Learning from Feature Partitioned
Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8216--8226},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nock21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Nock0HINPST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NoriCBSK21,
author = {Harsha Nori and
Rich Caruana and
Zhiqi Bu and
Judy Hanwen Shen and
Janardhan Kulkarni},
editor = {Marina Meila and
Tong Zhang},
title = {Accuracy, Interpretability, and Differential Privacy via Explainable
Boosting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8227--8237},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nori21a.html},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NoriCBSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NotaTS21,
author = {Chris Nota and
Philip S. Thomas and
Bruno C. da Silva},
editor = {Marina Meila and
Tong Zhang},
title = {Posterior Value Functions: Hindsight Baselines for Policy Gradient
Methods},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8238--8247},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nota21a.html},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NotaTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Obando-CeronC21,
author = {Johan Samir Obando{-}Ceron and
Pablo Samuel Castro},
editor = {Marina Meila and
Tong Zhang},
title = {Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement
learning research},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1373--1383},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ceron21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Obando-CeronC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OberA21,
author = {Sebastian W. Ober and
Laurence Aitchison},
editor = {Marina Meila and
Tong Zhang},
title = {Global inducing point variational posteriors for Bayesian neural networks
and deep Gaussian processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8248--8259},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ober21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OberA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OberstTPS21,
author = {Michael Oberst and
Nikolaj Thams and
Jonas Peters and
David A. Sontag},
editor = {Marina Meila and
Tong Zhang},
title = {Regularizing towards Causal Invariance: Linear Models with Proxies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8260--8270},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/oberst21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OberstTPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhIZ21,
author = {Min{-}hwan Oh and
Garud Iyengar and
Assaf Zeevi},
editor = {Marina Meila and
Tong Zhang},
title = {Sparsity-Agnostic Lasso Bandit},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8271--8280},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/oh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OhIZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OringYH21,
author = {Alon Oring and
Zohar Yakhini and
Yacov Hel{-}Or},
editor = {Marina Meila and
Tong Zhang},
title = {Autoencoder Image Interpolation by Shaping the Latent Space},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8281--8290},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/oring21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OringYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OymakLS21,
author = {Samet Oymak and
Mingchen Li and
Mahdi Soltanolkotabi},
editor = {Marina Meila and
Tong Zhang},
title = {Generalization Guarantees for Neural Architecture Search with Train-Validation
Split},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8291--8301},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/oymak21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OymakLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OzairLRAOV21,
author = {Sherjil Ozair and
Yazhe Li and
Ali Razavi and
Ioannis Antonoglou and
A{\"{a}}ron van den Oord and
Oriol Vinyals},
editor = {Marina Meila and
Tong Zhang},
title = {Vector Quantized Models for Planning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8302--8313},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ozair21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OzairLRAOV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OzdenizciL21,
author = {Ozan {\"{O}}zdenizci and
Robert Legenstein},
editor = {Marina Meila and
Tong Zhang},
title = {Training Adversarially Robust Sparse Networks via Bayesian Connectivity
Sampling},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8314--8324},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ozdenizci21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OzdenizciL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PRM21,
author = {Marin Vlastelica P. and
Michal Rol{\'{\i}}nek and
Georg Martius},
editor = {Marina Meila and
Tong Zhang},
title = {Neuro-algorithmic Policies Enable Fast Combinatorial Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10575--10585},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vlastelica21a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PalMSR21,
author = {Avik Pal and
Yingbo Ma and
Viral B. Shah and
Christopher Vincent Rackauckas},
editor = {Marina Meila and
Tong Zhang},
title = {Opening the Blackbox: Accelerating Neural Differential Equations by
Regularizing Internal Solver Heuristics},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8325--8335},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PalMSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PalMZC21,
author = {Soumyasundar Pal and
Liheng Ma and
Yingxue Zhang and
Mark Coates},
editor = {Marina Meila and
Tong Zhang},
title = {{RNN} with Particle Flow for Probabilistic Spatio-temporal Forecasting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8336--8348},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pal21b.html},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PalMZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PalmaKL21,
author = {Giacomo De Palma and
Bobak Toussi Kiani and
Seth Lloyd},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Robustness Guarantees for Random Deep Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2522--2534},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/de-palma21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PalmaKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanMF21,
author = {Mengjie Pan and
Tyler H. McCormick and
Bailey K. Fosdick},
editor = {Marina Meila and
Tong Zhang},
title = {Inference for Network Regression Models with Community Structure},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8349--8358},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PanMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PangW21,
author = {Bo Pang and
Ying Nian Wu},
editor = {Marina Meila and
Tong Zhang},
title = {Latent Space Energy-Based Model of Symbol-Vector Coupling for Text
Generation and Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8359--8370},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PapiniTRLP21,
author = {Matteo Papini and
Andrea Tirinzoni and
Marcello Restelli and
Alessandro Lazaric and
Matteo Pirotta},
editor = {Marina Meila and
Tong Zhang},
title = {Leveraging Good Representations in Linear Contextual Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8371--8380},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/papini21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PapiniTRLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkK21,
author = {Sung Woo Park and
Junseok Kwon},
editor = {Marina Meila and
Tong Zhang},
title = {Wasserstein Distributional Normalization For Robust Distributional
Certification of Noisy Labeled Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8381--8390},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/park21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkLKB21,
author = {Yookoon Park and
Sangho Lee and
Gunhee Kim and
David M. Blei},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Representation Learning via Neural Activation Coding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8391--8400},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/park21b.html},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ParkLKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkSK21,
author = {Sung Woo Park and
Dong Wook Shu and
Junseok Kwon},
editor = {Marina Meila and
Tong Zhang},
title = {Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic
Continuous Data Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8413--8421},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/park21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkSSM21,
author = {Junhyung Park and
Uri Shalit and
Bernhard Sch{\"{o}}lkopf and
Krikamol Muandet},
editor = {Marina Meila and
Tong Zhang},
title = {Conditional Distributional Treatment Effect with Kernel Conditional
Mean Embeddings and U-Statistic Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8401--8412},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/park21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkSSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParmentierV21,
author = {Axel Parmentier and
Thibaut Vidal},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Counterfactual Explanations in Tree Ensembles},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8422--8431},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/parmentier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParmentierV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PatilD21,
author = {Shreyas Malakarjun Patil and
Constantine Dovrolis},
editor = {Marina Meila and
Tong Zhang},
title = {{PHEW} : Constructing Sparse Networks that Learn Fast and Generalize
Well without Training Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8432--8442},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/patil21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PatilD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaulusRMAM21,
author = {Anselm Paulus and
Michal Rol{\'{\i}}nek and
V{\'{\i}}t Musil and
Brandon Amos and
Georg Martius},
editor = {Marina Meila and
Tong Zhang},
title = {CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming
Constraints},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8443--8453},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/paulus21a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PaulusRMAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeerTMM21,
author = {Oren Peer and
Chen Tessler and
Nadav Merlis and
Ron Meir},
editor = {Marina Meila and
Tong Zhang},
title = {Ensemble Bootstrapping for Q-Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8454--8463},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/peer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PeerTMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PengWT21,
author = {Liangzu Peng and
Boshi Wang and
Manolis C. Tsakiris},
editor = {Marina Meila and
Tong Zhang},
title = {Homomorphic Sensing: Sparsity and Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8464--8475},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/peng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PengWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PengZLKHL21,
author = {Dinglan Peng and
Shuxin Zheng and
Yatao Li and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {How could Neural Networks understand Programs?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8476--8486},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/peng21b.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PengZLKHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PentyalaDC21,
author = {Sikha Pentyala and
Rafael Dowsley and
Martine De Cock},
editor = {Marina Meila and
Tong Zhang},
title = {Privacy-Preserving Video Classification with Convolutional Neural
Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8487--8499},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pentyala21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PentyalaDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerezKC21,
author = {Ethan Perez and
Douwe Kiela and
Kyunghyun Cho},
editor = {Marina Meila and
Tong Zhang},
title = {Rissanen Data Analysis: Examining Dataset Characteristics via Description
Length},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8500--8513},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perez21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerezKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatMLOROBAB21,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
editor = {Marina Meila and
Tong Zhang},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8525--8535},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perolat21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatMLOROBAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PervezG21,
author = {Adeel Pervez and
Efstratios Gavves},
editor = {Marina Meila and
Tong Zhang},
title = {Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational
Autoencoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8536--8545},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/pervez21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PervezG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PetersenBKD21,
author = {Felix Petersen and
Christian Borgelt and
Hilde Kuehne and
Oliver Deussen},
editor = {Marina Meila and
Tong Zhang},
title = {Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8546--8555},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/petersen21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PetersenBKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PetrenkoWSK21,
author = {Aleksei Petrenko and
Erik Wijmans and
Brennan Shacklett and
Vladlen Koltun},
editor = {Marina Meila and
Tong Zhang},
title = {Megaverse: Simulating Embodied Agents at One Million Experiences per
Second},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8556--8566},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/petrenko21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PetrenkoWSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhanTL21,
author = {My Phan and
Philip S. Thomas and
Erik G. Learned{-}Miller},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Practical Mean Bounds for Small Samples},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8567--8576},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/phan21a.html},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PhanTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlassierVDM21,
author = {Vincent Plassier and
Maxime Vono and
Alain Durmus and
Eric Moulines},
editor = {Marina Meila and
Tong Zhang},
title = {{DG-LMC:} {A} Turn-key and Scalable Synchronous Distributed {MCMC}
Algorithm via Langevin Monte Carlo within Gibbs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8577--8587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/plassier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlassierVDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoklukarVK21,
author = {Petra Poklukar and
Anastasiia Varava and
Danica Kragic},
editor = {Marina Meila and
Tong Zhang},
title = {GeomCA: Geometric Evaluation of Data Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8588--8598},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/poklukar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PoklukarVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PopovVGSK21,
author = {Vadim Popov and
Ivan Vovk and
Vladimir Gogoryan and
Tasnima Sadekova and
Mikhail A. Kudinov},
editor = {Marina Meila and
Tong Zhang},
title = {Grad-TTS: {A} Diffusion Probabilistic Model for Text-to-Speech},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8599--8608},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/popov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PopovVGSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PotapczynskiWBP21,
author = {Andres Potapczynski and
Luhuan Wu and
Dan Biderman and
Geoff Pleiss and
John P. Cunningham},
editor = {Marina Meila and
Tong Zhang},
title = {Bias-Free Scalable Gaussian Processes via Randomized Truncations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8609--8619},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/potapczynski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PotapczynskiWBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PriceT21,
author = {Ilan Price and
Jared Tanner},
editor = {Marina Meila and
Tong Zhang},
title = {Dense for the Price of Sparse: Improved Performance of Sparsely Initialized
Networks via a Subspace Offset},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8620--8629},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/price21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PriceT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiG0YCLTLCZ0D21,
author = {Weizhen Qi and
Yeyun Gong and
Jian Jiao and
Yu Yan and
Weizhu Chen and
Dayiheng Liu and
Kewen Tang and
Houqiang Li and
Jiusheng Chen and
Ruofei Zhang and
Ming Zhou and
Nan Duan},
editor = {Marina Meila and
Tong Zhang},
title = {{BANG:} Bridging Autoregressive and Non-autoregressive Generation
with Large Scale Pretraining},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8630--8639},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiG0YCLTLCZ0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Qian0CXGCH21,
author = {Kaizhi Qian and
Yang Zhang and
Shiyu Chang and
Jinjun Xiong and
Chuang Gan and
David D. Cox and
Mark Hasegawa{-}Johnson},
editor = {Marina Meila and
Tong Zhang},
title = {Global Prosody Style Transfer Without Text Transcriptions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8650--8660},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qian21b.html},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Qian0CXGCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QianK21,
author = {Xin Qian and
Diego Klabjan},
editor = {Marina Meila and
Tong Zhang},
title = {A Probabilistic Approach to Neural Network Pruning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8640--8649},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QianK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiaoLKL21,
author = {Yi{-}Ling Qiao and
Junbang Liang and
Vladlen Koltun and
Ming C. Lin},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Differentiable Simulation of Articulated Bodies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8661--8671},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiaoLKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiaoSZ21,
author = {Gang Qiao and
Weijie J. Su and
Li Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Oneshot Differentially Private Top-k Selection},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8672--8681},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiao21b.html},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiaoSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QinCF21,
author = {Zengyi Qin and
Yuxiao Chen and
Chuchu Fan},
editor = {Marina Meila and
Tong Zhang},
title = {Density Constrained Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8682--8692},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qin21a.html},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QinCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QinWZ21,
author = {Tian Qin and
Tian{-}Zuo Wang and
Zhi{-}Hua Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {Budgeted Heterogeneous Treatment Effect Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8693--8702},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qin21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QinWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuPKMR21,
author = {Chen Qiu and
Timo Pfrommer and
Marius Kloft and
Stephan Mandt and
Maja Rudolph},
editor = {Marina Meila and
Tong Zhang},
title = {Neural Transformation Learning for Deep Anomaly Detection Beyond Images},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8703--8714},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiuPKMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuWYWY21,
author = {Shuang Qiu and
Xiaohan Wei and
Jieping Ye and
Zhaoran Wang and
Zhuoran Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Provably Efficient Fictitious Play Policy Optimization for Zero-Sum
Markov Games with Structured Transitions},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8715--8725},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiu21b.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiuWYWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuYN021,
author = {Zhaofan Qiu and
Ting Yao and
Chong{-}Wah Ngo and
Tao Mei},
editor = {Marina Meila and
Tong Zhang},
title = {Optimization Planning for 3D ConvNets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8726--8736},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiuYN021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuYWY21,
author = {Shuang Qiu and
Jieping Ye and
Zhaoran Wang and
Zhuoran Yang},
editor = {Marina Meila and
Tong Zhang},
title = {On Reward-Free {RL} with Kernel and Neural Function Approximations:
Single-Agent {MDP} and Markov Game},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8737--8747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/qiu21d.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiuYWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RadfordKHRGASAM21,
author = {Alec Radford and
Jong Wook Kim and
Chris Hallacy and
Aditya Ramesh and
Gabriel Goh and
Sandhini Agarwal and
Girish Sastry and
Amanda Askell and
Pamela Mishkin and
Jack Clark and
Gretchen Krueger and
Ilya Sutskever},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Transferable Visual Models From Natural Language Supervision},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8748--8763},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/radford21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RadfordKHRGASAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaghuramCJB21,
author = {Jayaram Raghuram and
Varun Chandrasekaran and
Somesh Jha and
Suman Banerjee},
editor = {Marina Meila and
Tong Zhang},
title = {A General Framework For Detecting Anomalous Inputs to {DNN} Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8764--8775},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/raghuram21a.html},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaghuramCJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahmanHCA21,
author = {Arrasy Rahman and
Niklas H{\"{o}}pner and
Filippos Christianos and
Stefano V. Albrecht},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8776--8786},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rahman21a.html},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RahmanHCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaileanuF21,
author = {Roberta Raileanu and
Rob Fergus},
editor = {Marina Meila and
Tong Zhang},
title = {Decoupling Value and Policy for Generalization in Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8787--8798},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/raileanu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaileanuF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajagopalanVVCP21,
author = {Anand Rajagopalan and
Fabio Vitale and
Danny Vainstein and
Gui Citovsky and
Cecilia M. Procopiuc and
Claudio Gentile},
editor = {Marina Meila and
Tong Zhang},
title = {Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation
Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8799--8809},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rajagopalan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RajagopalanVVCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RakotomamonjyR21,
author = {Alain Rakotomamonjy and
Liva Ralaivola},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Sliced Wasserstein Distance},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8810--8820},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rakotomamonjy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RakotomamonjyR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RameshPGGVRCS21,
author = {Aditya Ramesh and
Mikhail Pavlov and
Gabriel Goh and
Scott Gray and
Chelsea Voss and
Alec Radford and
Mark Chen and
Ilya Sutskever},
editor = {Marina Meila and
Tong Zhang},
title = {Zero-Shot Text-to-Image Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8821--8831},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ramesh21a.html},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RameshPGGVRCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RangapuramWBMGJ21,
author = {Syama Sundar Rangapuram and
Lucien D. Werner and
Konstantinos Benidis and
Pedro Mercado and
Jan Gasthaus and
Tim Januschowski},
editor = {Marina Meila and
Tong Zhang},
title = {End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical
Time Series},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8832--8843},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rangapuram21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RangapuramWBMGJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaoLVMCASR21,
author = {Roshan Rao and
Jason Liu and
Robert Verkuil and
Joshua Meier and
John F. Canny and
Pieter Abbeel and
Tom Sercu and
Alexander Rives},
editor = {Marina Meila and
Tong Zhang},
title = {{MSA} Transformer},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8844--8856},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rao21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaoLVMCASR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RasulSSV21,
author = {Kashif Rasul and
Calvin Seward and
Ingmar Schuster and
Roland Vollgraf},
editor = {Marina Meila and
Tong Zhang},
title = {Autoregressive Denoising Diffusion Models for Multivariate Probabilistic
Time Series Forecasting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8857--8868},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rasul21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RasulSSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RatzlaffBL021,
author = {Neale Ratzlaff and
Qinxun Bai and
Fuxin Li and
Wei Xu},
editor = {Marina Meila and
Tong Zhang},
title = {Generative Particle Variational Inference via Estimation of Functional
Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8869--8879},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ratzlaff21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RatzlaffBL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RavivKGV21,
author = {Netanel Raviv and
Aidan Kelley and
Minzhe Guo and
Yevgeniy Vorobeychik},
editor = {Marina Meila and
Tong Zhang},
title = {Enhancing Robustness of Neural Networks through Fourier Stabilization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8880--8889},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/raviv21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RavivKGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RawatMJJYRK21,
author = {Ankit Singh Rawat and
Aditya Krishna Menon and
Wittawat Jitkrittum and
Sadeep Jayasumana and
Felix X. Yu and
Sashank J. Reddi and
Sanjiv Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {Disentangling Sampling and Labeling Bias for Learning in Large-output
Spaces},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8890--8901},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rawat21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RawatMJJYRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaychaudhuriPBR21,
author = {Dripta S. Raychaudhuri and
Sujoy Paul and
Jeroen van Baar and
Amit K. Roy{-}Chowdhury},
editor = {Marina Meila and
Tong Zhang},
title = {Cross-domain Imitation from Observations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8902--8912},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/raychaudhuri21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaychaudhuriPBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RazinMC21,
author = {Noam Razin and
Asaf Maman and
Nadav Cohen},
editor = {Marina Meila and
Tong Zhang},
title = {Implicit Regularization in Tensor Factorization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8913--8924},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/razin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RazinMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RefinettiGKZ21,
author = {Maria Refinetti and
Sebastian Goldt and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
editor = {Marina Meila and
Tong Zhang},
title = {Classifying high-dimensional Gaussian mixtures: Where kernel methods
fail and neural networks succeed},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8936--8947},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/refinetti21b.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RefinettiGKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RefinettidOG21,
author = {Maria Refinetti and
St{\'{e}}phane d'Ascoli and
Ruben Ohana and
Sebastian Goldt},
editor = {Marina Meila and
Tong Zhang},
title = {Align, then memorise: the dynamics of learning with feedback alignment},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8925--8935},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/refinetti21a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RefinettidOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RematasMF21,
author = {Konstantinos Rematas and
Ricardo Martin{-}Brualla and
Vittorio Ferrari},
editor = {Marina Meila and
Tong Zhang},
title = {Sharf: Shape-conditioned Radiance Fields from a Single View},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8948--8958},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rematas21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RematasMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenDDCYSSLZ21,
author = {Hongyu Ren and
Hanjun Dai and
Bo Dai and
Xinyun Chen and
Michihiro Yasunaga and
Haitian Sun and
Dale Schuurmans and
Jure Leskovec and
Denny Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {{LEGO:} Latent Execution-Guided Reasoning for Multi-Hop Question Answering
on Knowledge Graphs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8959--8970},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ren21a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RenDDCYSSLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenLLZ21,
author = {Jie Ren and
Mingjie Li and
Zexu Liu and
Quanshi Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Interpreting and Disentangling Feature Components of Various Complexity
from DNNs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8971--8981},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ren21b.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RenLLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenZJZWZSCJD21,
author = {Jiaxiang Ren and
Zijie Zhang and
Jiayin Jin and
Xin Zhao and
Sixing Wu and
Yang Zhou and
Yelong Shen and
Tianshi Che and
Ruoming Jin and
Dejing Dou},
editor = {Marina Meila and
Tong Zhang},
title = {Integrated Defense for Resilient Graph Matching},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8982--8997},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ren21c.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RenZJZWZSCJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RichterSN21,
author = {Lorenz Richter and
Leon Sallandt and
Nikolas N{\"{u}}sken},
editor = {Marina Meila and
Tong Zhang},
title = {Solving high-dimensional parabolic PDEs using the tensor train format},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8998--9009},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/richter21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RichterSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Rizk0CLC21,
author = {Geovani Rizk and
Albert Thomas and
Igor Colin and
Rida Laraki and
Yann Chevaleyre},
editor = {Marina Meila and
Tong Zhang},
title = {Best Arm Identification in Graphical Bilinear Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9010--9019},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rizk21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Rizk0CLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RoddenberryGS21,
author = {T. Mitchell Roddenberry and
Nicholas Glaze and
Santiago Segarra},
editor = {Marina Meila and
Tong Zhang},
title = {Principled Simplicial Neural Networks for Trajectory Prediction},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9020--9029},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/roddenberry21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RoddenberryGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RoederMK21,
author = {Geoffrey Roeder and
Luke Metz and
Durk Kingma},
editor = {Marina Meila and
Tong Zhang},
title = {On Linear Identifiability of Learned Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9030--9039},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/roeder21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RoederMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RolfWRJ21,
author = {Esther Rolf and
Theodora T. Worledge and
Benjamin Recht and
Michael I. Jordan},
editor = {Marina Meila and
Tong Zhang},
title = {Representation Matters: Assessing the Importance of Subgroup Allocations
in Training Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9040--9051},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rolf21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RolfWRJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RomacPHO21,
author = {Cl{\'{e}}ment Romac and
R{\'{e}}my Portelas and
Katja Hofmann and
Pierre{-}Yves Oudeyer},
editor = {Marina Meila and
Tong Zhang},
title = {TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep
{RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9052--9063},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/romac21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RomacPHO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RoosGH21,
author = {Filip de Roos and
Alexandra Gessner and
Philipp Hennig},
editor = {Marina Meila and
Tong Zhang},
title = {High-Dimensional Gaussian Process Inference with Derivatives},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2535--2545},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/de-roos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RoosGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Rosca0D021,
author = {Mihaela Rosca and
Yan Wu and
Benoit Dherin and
David Barrett},
editor = {Marina Meila and
Tong Zhang},
title = {Discretization Drift in Two-Player Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9064--9074},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rosca21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Rosca0D021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosenfeldFCS21,
author = {Jonathan S. Rosenfeld and
Jonathan Frankle and
Michael Carbin and
Nir Shavit},
editor = {Marina Meila and
Tong Zhang},
title = {On the Predictability of Pruning Across Scales},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9075--9083},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rosenfeld21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RosenfeldFCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RossD21,
author = {Andrew Slavin Ross and
Finale Doshi{-}Velez},
editor = {Marina Meila and
Tong Zhang},
title = {Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9084--9094},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ross21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RossD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothMOCG21,
author = {Karsten Roth and
Timo Milbich and
Bj{\"{o}}rn Ommer and
Joseph Paul Cohen and
Marzyeh Ghassemi},
editor = {Marina Meila and
Tong Zhang},
title = {Simultaneous Similarity-based Self-Distillation for Deep Metric Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9095--9106},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/roth21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RothMOCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothblumY21,
author = {Guy N. Rothblum and
Gal Yona},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-group Agnostic {PAC} Learnability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9107--9115},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rothblum21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RothblumY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothfussFJ021,
author = {Jonas Rothfuss and
Vincent Fortuin and
Martin Josifoski and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {{PACOH:} Bayes-Optimal Meta-Learning with PAC-Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9116--9126},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rothfuss21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RothfussFJ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RouyerSC21,
author = {Chlo{\'{e}} Rouyer and
Yevgeny Seldin and
Nicol{\`{o}} Cesa{-}Bianchi},
editor = {Marina Meila and
Tong Zhang},
title = {An Algorithm for Stochastic and Adversarial Bandits with Switching
Costs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9127--9135},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rouyer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RouyerSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RuanUSTKDMM21,
author = {Yangjun Ruan and
Karen Ullrich and
Daniel Severo and
James Townsend and
Ashish Khisti and
Arnaud Doucet and
Alireza Makhzani and
Chris J. Maddison},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9136--9147},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ruan21a.html},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RuanUSTKDMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RudnerKGR21,
author = {Tim G. J. Rudner and
Oscar Key and
Yarin Gal and
Tom Rainforth},
editor = {Marina Meila and
Tong Zhang},
title = {On Signal-to-Noise Ratio Issues in Variational Inference for Deep
Gaussian Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9148--9156},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rudner21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RudnerKGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ruiz-GarciaZSL21,
author = {Miguel Ruiz{-}Garcia and
Ge Zhang and
Samuel S. Schoenholz and
Andrea J. Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Tilting the playing field: Dynamical loss functions for machine learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9157--9167},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ruiz-garcia21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Ruiz-GarciaZSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RuschM21,
author = {T. Konstantin Rusch and
Siddhartha Mishra},
editor = {Marina Meila and
Tong Zhang},
title = {UnICORNN: {A} recurrent model for learning very long time dependencies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9168--9178},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rusch21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RuschM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RybkinDL21,
author = {Oleh Rybkin and
Kostas Daniilidis and
Sergey Levine},
editor = {Marina Meila and
Tong Zhang},
title = {Simple and Effective {VAE} Training with Calibrated Decoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9179--9189},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rybkin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RybkinDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RybkinZNDML21,
author = {Oleh Rybkin and
Chuning Zhu and
Anusha Nagabandi and
Kostas Daniilidis and
Igor Mordatch and
Sergey Levine},
editor = {Marina Meila and
Tong Zhang},
title = {Model-Based Reinforcement Learning via Latent-Space Collocation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9190--9201},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rybkin21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RybkinZNDML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SabourTYHF21,
author = {Sara Sabour and
Andrea Tagliasacchi and
Soroosh Yazdani and
Geoffrey E. Hinton and
David J. Fleet},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Part Representation by Flow Capsules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9213--9223},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sabour21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SabourTYHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SafaryanR21,
author = {Mher Safaryan and
Peter Richt{\'{a}}rik},
editor = {Marina Meila and
Tong Zhang},
title = {Stochastic Sign Descent Methods: New Algorithms and Better Theory},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9224--9234},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/safaryan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SafaryanR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaKM21,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Adversarial Dueling Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9235--9244},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaKM21a,
author = {Aadirupa Saha and
Tomer Koren and
Yishay Mansour},
editor = {Marina Meila and
Tong Zhang},
title = {Dueling Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9245--9254},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaKM21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaNNJ21,
author = {Aadirupa Saha and
Nagarajan Natarajan and
Praneeth Netrapalli and
Prateek Jain},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9255--9264},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaNNJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sahraee-Ardakan21,
author = {Mojtaba Sahraee{-}Ardakan and
Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Sundeep Rangan and
Alyson K. Fletcher},
editor = {Marina Meila and
Tong Zhang},
title = {Asymptotics of Ridge Regression in Convolutional Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9265--9275},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sahraee-ardakan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sahraee-Ardakan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SanderABP21,
author = {Michael E. Sander and
Pierre Ablin and
Mathieu Blondel and
Gabriel Peyr{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Momentum Residual Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9276--9287},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sander21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SanderABP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SarafianKK21,
author = {Elad Sarafian and
Shai Keynan and
Sarit Kraus},
editor = {Marina Meila and
Tong Zhang},
title = {Recomposing the Reinforcement Learning Building Blocks with Hypernetworks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9301--9312},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sarafian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SarafianKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SarussiBG21,
author = {Roei Sarussi and
Alon Brutzkus and
Amir Globerson},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Understanding Learning in Neural Networks with Linear Teachers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9313--9322},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sarussi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SarussiBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SatorrasHW21,
author = {Victor Garcia Satorras and
Emiel Hoogeboom and
Max Welling},
editor = {Marina Meila and
Tong Zhang},
title = {E(n) Equivariant Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9323--9332},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/satorras21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SatorrasHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaunshiGH21,
author = {Nikunj Saunshi and
Arushi Gupta and
Wei Hu},
editor = {Marina Meila and
Tong Zhang},
title = {A Representation Learning Perspective on the Importance of Train-Validation
Splitting in Meta-Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9333--9343},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saunshi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SaunshiGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScetbonCP21,
author = {Meyer Scetbon and
Marco Cuturi and
Gabriel Peyr{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Low-Rank Sinkhorn Factorization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9344--9354},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/scetbon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScetbonCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchlagIS21,
author = {Imanol Schlag and
Kazuki Irie and
J{\"{u}}rgen Schmidhuber},
editor = {Marina Meila and
Tong Zhang},
title = {Linear Transformers Are Secretly Fast Weight Programmers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9355--9366},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/schlag21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchlagIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchmidtSH21,
author = {Robin M. Schmidt and
Frank Schneider and
Philipp Hennig},
editor = {Marina Meila and
Tong Zhang},
title = {Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9367--9376},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/schmidt21a.html},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchmidtSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchuttUG21,
author = {Kristof Sch{\"{u}}tt and
Oliver T. Unke and
Michael Gastegger},
editor = {Marina Meila and
Tong Zhang},
title = {Equivariant message passing for the prediction of tensorial properties
and molecular spectra},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9377--9388},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/schutt21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchuttUG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchwarzschildGG21,
author = {Avi Schwarzschild and
Micah Goldblum and
Arjun Gupta and
John P. Dickerson and
Tom Goldstein},
editor = {Marina Meila and
Tong Zhang},
title = {Just How Toxic is Data Poisoning? {A} Unified Benchmark for Backdoor
and Data Poisoning Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9389--9398},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/schwarzschild21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchwarzschildGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScieurK21,
author = {Damien Scieur and
Youngsung Kim},
editor = {Marina Meila and
Tong Zhang},
title = {Connecting Sphere Manifolds Hierarchically for Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9399--9409},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/scieur21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScieurK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeidenschwarzEL21,
author = {Jenny Denise Seidenschwarz and
Ismail Elezi and
Laura Leal{-}Taix{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Intra-Batch Connections for Deep Metric Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9410--9421},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/seidenschwarz21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SeidenschwarzEL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SenRYKFHD21,
author = {Rajat Sen and
Alexander Rakhlin and
Lexing Ying and
Rahul Kidambi and
Dean Foster and
Daniel N. Hill and
Inderjit S. Dhillon},
editor = {Marina Meila and
Tong Zhang},
title = {Top-k eXtreme Contextual Bandits with Arm Hierarchy},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9422--9433},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SenRYKFHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SentenacYCPV21,
author = {Flore Sentenac and
Jialin Yi and
Cl{\'{e}}ment Calauz{\`{e}}nes and
Vianney Perchet and
Milan Vojnovic},
editor = {Marina Meila and
Tong Zhang},
title = {Pure Exploration and Regret Minimization in Matching Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9434--9442},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sentenac21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SentenacYCPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeoCSLAL21,
author = {Younggyo Seo and
Lili Chen and
Jinwoo Shin and
Honglak Lee and
Pieter Abbeel and
Kimin Lee},
editor = {Marina Meila and
Tong Zhang},
title = {State Entropy Maximization with Random Encoders for Efficient Exploration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9443--9454},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/seo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SeoCSLAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SessaB0K21,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Andreas Krause and
Maryam Kamgarpour},
editor = {Marina Meila and
Tong Zhang},
title = {Online Submodular Resource Allocation with Applications to Rebalancing
Shared Mobility Systems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9455--9464},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sessa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SessaB0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShahK21,
author = {Rutav M. Shah and
Vikash Kumar},
editor = {Marina Meila and
Tong Zhang},
title = {{RRL:} Resnet as representation for Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9465--9476},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shah21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShahK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShakerinavaR21,
author = {Mehran Shakerinava and
Siamak Ravanbakhsh},
editor = {Marina Meila and
Tong Zhang},
title = {Equivariant Networks for Pixelized Spheres},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9477--9488},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shakerinava21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShakerinavaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShamsianNFC21,
author = {Aviv Shamsian and
Aviv Navon and
Ethan Fetaya and
Gal Chechik},
editor = {Marina Meila and
Tong Zhang},
title = {Personalized Federated Learning using Hypernetworks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9489--9502},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shamsian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShamsianNFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shen21,
author = {Jie Shen},
editor = {Marina Meila and
Tong Zhang},
title = {On the Power of Localized Perceptron for Label-Optimal Learning of
Halfspaces with Adversarial Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9503--9514},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shen21a.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shen21a,
author = {Jie Shen},
editor = {Marina Meila and
Tong Zhang},
title = {Sample-Optimal {PAC} Learning of Halfspaces with Malicious Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9515--9524},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shen21b.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shen21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenLTAX0M021,
author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Shengwei An and
Qiuling Xu and
Siyuan Cheng and
Shiqing Ma and
Xiangyu Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9525--9536},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shen21c.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenLTAX0M021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenMGD21,
author = {Simon P. Shen and
Yecheng Jason Ma and
Omer Gottesman and
Finale Doshi{-}Velez},
editor = {Marina Meila and
Tong Zhang},
title = {State Relevance for Off-Policy Evaluation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9537--9546},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shen21d.html},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenMGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiGRXLLK21,
author = {Han Shi and
Jiahui Gao and
Xiaozhe Ren and
Hang Xu and
Xiaodan Liang and
Zhenguo Li and
James Tin{-}Yau Kwok},
editor = {Marina Meila and
Tong Zhang},
title = {SparseBERT: Rethinking the Importance Analysis in Self-attention},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9547--9557},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiGRXLLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiLXT21,
author = {Chence Shi and
Shitong Luo and
Minkai Xu and
Jian Tang},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Gradient Fields for Molecular Conformation Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9558--9568},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shi21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiLXT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiM21,
author = {Ruian Shi and
Quaid Morris},
editor = {Marina Meila and
Tong Zhang},
title = {Segmenting Hybrid Trajectories using Latent ODEs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9569--9579},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shi21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiWCS21,
author = {Chengchun Shi and
Runzhe Wan and
Victor Chernozhukov and
Rui Song},
editor = {Marina Meila and
Tong Zhang},
title = {Deeply-Debiased Off-Policy Interval Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9580--9591},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shi21d.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiWCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShihTK21,
author = {Sheng{-}Min Shih and
Pin{-}Ju Tien and
Zohar Karnin},
editor = {Marina Meila and
Tong Zhang},
title = {{GANMEX:} One-vs-One Attributions using GAN-based Model Explainability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9592--9602},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shih21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShihTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShinLGH21,
author = {Jaewoong Shin and
Haebeom Lee and
Boqing Gong and
Sung Ju Hwang},
editor = {Marina Meila and
Tong Zhang},
title = {Large-Scale Meta-Learning with Continual Trajectory Shifting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9603--9613},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShinLGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuBGSLGSTU21,
author = {Tianmin Shu and
Abhishek Bhandwaldar and
Chuang Gan and
Kevin A. Smith and
Shari Liu and
Dan Gutfreund and
Elizabeth S. Spelke and
Joshua B. Tenenbaum and
Tomer D. Ullman},
editor = {Marina Meila and
Tong Zhang},
title = {{AGENT:} {A} Benchmark for Core Psychological Reasoning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9614--9625},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shu21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuBGSLGSTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuKCWL21,
author = {Yang Shu and
Zhi Kou and
Zhangjie Cao and
Jianmin Wang and
Mingsheng Long},
editor = {Marina Meila and
Tong Zhang},
title = {Zoo-Tuning: Adaptive Transfer from {A} Zoo of Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9626--9637},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shu21b.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuKCWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shui0LGL021,
author = {Changjian Shui and
Zijian Li and
Jiaqi Li and
Christian Gagn{\'{e}} and
Charles X. Ling and
Boyu Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Aggregating From Multiple Target-Shifted Sources},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9638--9648},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shui21a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shui0LGL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiMBN21,
author = {Nian Si and
Karthyek Murthy and
Jose H. Blanchet and
Viet Anh Nguyen},
editor = {Marina Meila and
Tong Zhang},
title = {Testing Group Fairness via Optimal Transport Projections},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9649--9659},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/si21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiMBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SidheekhAK21,
author = {Sahil Sidheekh and
Aroof Aimen and
Narayanan C. Krishnan},
editor = {Marina Meila and
Tong Zhang},
title = {On Characterizing {GAN} Convergence Through Proximal Duality Gap},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9660--9670},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sidheekh21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SidheekhAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SifaouKA21,
author = {Houssem Sifaou and
Abla Kammoun and
Mohamed{-}Slim Alouini},
editor = {Marina Meila and
Tong Zhang},
title = {A Precise Performance Analysis of Support Vector Regression},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9671--9680},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sifaou21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SifaouKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimWBCP21,
author = {Aaron Sim and
Maciej Wiatrak and
Angus Brayne and
P{\'{a}}id{\'{\i}} Creed and
Saee Paliwal},
editor = {Marina Meila and
Tong Zhang},
title = {Directed Graph Embeddings in Pseudo-Riemannian Manifolds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9681--9690},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sim21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SimWBCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimZLJ21,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Collaborative Bayesian Optimization with Fair Regret},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9691--9701},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sim21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SimZLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Simchi-LeviZZ21,
author = {David Simchi{-}Levi and
Zeyu Zheng and
Feng Zhu},
editor = {Marina Meila and
Tong Zhang},
title = {Dynamic Planning and Learning under Recovering Rewards},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9702--9711},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/simchi-levi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Simchi-LeviZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Simon-GabrielSK21,
author = {Carl{-}Johann Simon{-}Gabriel and
Noman Ahmed Sheikh and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {PopSkipJump: Decision-Based Attack for Probabilistic Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9712--9721},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/simon-gabriel21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Simon-GabrielSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimsekGJSHGB21,
author = {Berfin Simsek and
Fran{\c{c}}ois Ged and
Arthur Jacot and
Francesco Spadaro and
Cl{\'{e}}ment Hongler and
Wulfram Gerstner and
Johanni Brea},
editor = {Marina Meila and
Tong Zhang},
title = {Geometry of the Loss Landscape in Overparameterized Neural Networks:
Symmetries and Invariances},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9722--9732},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/simsek21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SimsekGJSHGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SingalMN21,
author = {Raghav Singal and
George Michailidis and
Hoiyi Ng},
editor = {Marina Meila and
Tong Zhang},
title = {Flow-based Attribution in Graphical Models: {A} Recursive Shapley
Approach},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9733--9743},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/singal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SingalMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinghPKKA21,
author = {Gautam Singh and
Skand Vishwanath Peri and
Junghyun Kim and
Hyunseok Kim and
Sungjin Ahn},
editor = {Marina Meila and
Tong Zhang},
title = {Structured World Belief for Reinforcement Learning in {POMDP}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9744--9755},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/singh21a.html},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinghPKKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sivasubramanian21,
author = {Durga Sivasubramanian and
Rishabh K. Iyer and
Ganesh Ramakrishnan and
Abir De},
editor = {Marina Meila and
Tong Zhang},
title = {Training Data Subset Selection for Regression with Controlled Generalization
Error},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9202--9212},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/s21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sivasubramanian21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sodhani0P21,
author = {Shagun Sodhani and
Amy Zhang and
Joelle Pineau},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Task Reinforcement Learning with Context-based Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9767--9779},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sodhani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sodhani0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SohnLCSFL21,
author = {Sungryull Sohn and
Sungtae Lee and
Jongwook Choi and
Harm van Seijen and
Mehdi Fatemi and
Honglak Lee},
editor = {Marina Meila and
Tong Zhang},
title = {Shortest-Path Constrained Reinforcement Learning for Sparse Reward
Tasks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9780--9790},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sohn21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SohnLCSFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongMLE21,
author = {Yang Song and
Chenlin Meng and
Renjie Liao and
Stefano Ermon},
editor = {Marina Meila and
Tong Zhang},
title = {Accelerating Feedforward Computation via Parallel Nonlinear Equation
Solving},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9791--9800},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongMLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongS21,
author = {Yuda Song and
Wen Sun},
editor = {Marina Meila and
Tong Zhang},
title = {{PC-MLP:} Model-based Reinforcement Learning with Policy Cover Guided
Exploration},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9801--9811},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21b.html},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongWD21,
author = {Chaobing Song and
Stephen J. Wright and
Jelena Diakonikolas},
editor = {Marina Meila and
Tong Zhang},
title = {Variance Reduction via Primal-Dual Accelerated Dual Averaging for
Nonsmooth Convex Finite-Sums},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9824--9834},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21d.html},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SontakkeMIS21,
author = {Sumedh A. Sontakke and
Arash Mehrjou and
Laurent Itti and
Bernhard Sch{\"{o}}lkopf},
editor = {Marina Meila and
Tong Zhang},
title = {Causal Curiosity: {RL} Agents Discovering Self-supervised Experiments
for Causal Representation Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9848--9858},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sontakke21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SontakkeMIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SordoniDSGBC21,
author = {Alessandro Sordoni and
Nouha Dziri and
Hannes Schulz and
Geoffrey J. Gordon and
Philip Bachman and
Remi Tachet des Combes},
editor = {Marina Meila and
Tong Zhang},
title = {Decomposed Mutual Information Estimation for Contrastive Representation
Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9859--9869},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sordoni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SordoniDSGBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StookeLAL21,
author = {Adam Stooke and
Kimin Lee and
Pieter Abbeel and
Michael Laskin},
editor = {Marina Meila and
Tong Zhang},
title = {Decoupling Representation Learning from Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9870--9879},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/stooke21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StookeLAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuYZ00Z021,
author = {Xiu Su and
Shan You and
Mingkai Zheng and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
editor = {Marina Meila and
Tong Zhang},
title = {K-shot {NAS:} Learnable Weight-Sharing for {NAS} with K-shot Supernets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9880--9890},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/su21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuYZ00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SugiyamaDT21,
author = {Kazuya Sugiyama and
Vo Nguyen Le Duy and
Ichiro Takeuchi},
editor = {Marina Meila and
Tong Zhang},
title = {More Powerful and General Selective Inference for Stepwise Feature
Selection using Homotopy Method},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9891--9901},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sugiyama21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SugiyamaDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SukhbaatarJPRSW21,
author = {Sainbayar Sukhbaatar and
Da Ju and
Spencer Poff and
Stephen Roller and
Arthur Szlam and
Jason Weston and
Angela Fan},
editor = {Marina Meila and
Tong Zhang},
title = {Not All Memories are Created Equal: Learning to Forget by Expiring},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9902--9912},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sukhbaatar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SukhbaatarJPRSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SummersD21,
author = {Cecilia Summers and
Michael J. Dinneen},
editor = {Marina Meila and
Tong Zhang},
title = {Nondeterminism and Instability in Neural Network Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9913--9922},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/summers21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SummersD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunDLYOC21,
author = {Ming Sun and
Haoxuan Dou and
Baopu Li and
Junjie Yan and
Wanli Ouyang and
Lei Cui},
editor = {Marina Meila and
Tong Zhang},
title = {AutoSampling: Search for Effective Data Sampling Schedules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9923--9933},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sun21a.html},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunDLYOC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunJXSYWL21,
author = {Peize Sun and
Yi Jiang and
Enze Xie and
Wenqi Shao and
Zehuan Yuan and
Changhu Wang and
Ping Luo},
editor = {Marina Meila and
Tong Zhang},
title = {What Makes for End-to-End Object Detection?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9934--9944},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sun21b.html},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunJXSYWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunLL21,
author = {Wei{-}Fang Sun and
Cheng{-}Kuang Lee and
Chun{-}Yi Lee},
editor = {Marina Meila and
Tong Zhang},
title = {{DFAC} Framework: Factorizing the Value Function via Quantile Mixture
for Multi-Agent Distributional Q-Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9945--9954},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sun21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunSWG21,
author = {Shengyang Sun and
Jiaxin Shi and
Andrew Gordon Wilson and
Roger B. Grosse},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9955--9965},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sun21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunSWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunVDSC21,
author = {Haitian Sun and
Patrick Verga and
Bhuwan Dhingra and
Ruslan Salakhutdinov and
William W. Cohen},
editor = {Marina Meila and
Tong Zhang},
title = {Reasoning Over Virtual Knowledge Bases With Open Predicate Relations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9966--9977},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sun21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunVDSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SundaramVXY21,
author = {Ravi Sundaram and
Anil Vullikanti and
Haifeng Xu and
Fan Yao},
editor = {Marina Meila and
Tong Zhang},
title = {PAC-Learning for Strategic Classification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9978--9988},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sundaram21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SundaramVXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuttleZY0K21,
author = {Wesley Suttle and
Kaiqing Zhang and
Zhuoran Yang and
Ji Liu and
David N. Kraemer},
editor = {Marina Meila and
Tong Zhang},
title = {Reinforcement Learning for Cost-Aware Markov Decision Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9989--9999},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/suttle21a.html},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuttleZY0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuyaMS0021,
author = {Fnu Suya and
Saeed Mahloujifar and
Anshuman Suri and
David Evans and
Yuan Tian},
editor = {Marina Meila and
Tong Zhang},
title = {Model-Targeted Poisoning Attacks with Provable Convergence},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10000--10010},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/suya21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuyaMS0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuzukiN0XYC21,
author = {Atsushi Suzuki and
Atsushi Nitanda and
Jing Wang and
Linchuan Xu and
Kenji Yamanishi and
Marc Cavazza},
editor = {Marina Meila and
Tong Zhang},
title = {Generalization Error Bound for Hyperbolic Ordinal Embedding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10011--10021},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/suzuki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuzukiN0XYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SwamyCBW21,
author = {Gokul Swamy and
Sanjiban Choudhury and
J. Andrew Bagnell and
Steven Wu},
editor = {Marina Meila and
Tong Zhang},
title = {Of Moments and Matching: {A} Game-Theoretic Framework for Closing
the Imitation Gap},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10022--10032},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/swamy21a.html},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SwamyCBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SyedRCB21,
author = {Saifuddin Syed and
Vittorio Romaniello and
Trevor Campbell and
Alexandre Bouchard{-}C{\^{o}}t{\'{e}}},
editor = {Marina Meila and
Tong Zhang},
title = {Parallel tempering on optimized paths},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10033--10042},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/syed21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SyedRCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaghanakiCKG21,
author = {Saeid Asgari Taghanaki and
Kristy Choi and
Amir Hosein Khasahmadi and
Anirudh Goyal},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Representation Learning via Perceptual Similarity Metrics},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10043--10053},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/taghanaki21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TaghanakiCKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TahmasbiJTG21,
author = {Ashraf Tahmasbi and
Ellango Jothimurugesan and
Srikanta Tirthapura and
Phillip B. Gibbons},
editor = {Marina Meila and
Tong Zhang},
title = {DriftSurf: Stable-State / Reactive-State Learning under Concept Drift},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10054--10064},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tahmasbi21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TahmasbiJTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaiBV21,
author = {Kai Sheng Tai and
Peter Bailis and
Gregory Valiant},
editor = {Marina Meila and
Tong Zhang},
title = {Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed
Self-Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10065--10075},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tai21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TaiBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakemoriS21,
author = {Sho Takemori and
Masahiro Sato},
editor = {Marina Meila and
Tong Zhang},
title = {Approximation Theory Based Methods for {RKHS} Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10076--10085},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/takemori21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TakemoriS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakezawaSY21,
author = {Yuki Takezawa and
Ryoma Sato and
Makoto Yamada},
editor = {Marina Meila and
Tong Zhang},
title = {Supervised Tree-Wasserstein Distance},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10086--10095},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/takezawa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TakezawaSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanL21,
author = {Mingxing Tan and
Quoc V. Le},
editor = {Marina Meila and
Tong Zhang},
title = {EfficientNetV2: Smaller Models and Faster Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10096--10106},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TanL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TandonHT21,
author = {Anshoo Tandon and
Aldric H. J. Han and
Vincent Y. F. Tan},
editor = {Marina Meila and
Tong Zhang},
title = {{SGA:} {A} Robust Algorithm for Partial Recovery of Tree-Structured
Graphical Models with Noisy Samples},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10107--10117},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tandon21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TandonHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGARLLLZH21,
author = {Hanlin Tang and
Shaoduo Gan and
Ammar Ahmad Awan and
Samyam Rajbhandari and
Conglong Li and
Xiangru Lian and
Ji Liu and
Ce Zhang and
Yuxiong He},
editor = {Marina Meila and
Tong Zhang},
title = {1-bit Adam: Communication Efficient Large-Scale Training with Adam's
Convergence Speed},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10118--10129},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tang21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangGARLLLZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangRMV21,
author = {Yunhao Tang and
Mark Rowland and
R{\'{e}}mi Munos and
Michal Valko},
editor = {Marina Meila and
Tong Zhang},
title = {Taylor Expansion of Discount Factors},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10130--10140},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangRMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaoGCSM21,
author = {Yunzhe Tao and
Sahika Genc and
Jonathan Chung and
Tao Sun and
Sunil Mallya},
editor = {Marina Meila and
Tong Zhang},
title = {{REPAINT:} Knowledge Transfer in Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10141--10152},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tao21a.html},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TaoGCSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TarmounFHV21,
author = {Salma Tarmoun and
Guilherme Fran{\c{c}}a and
Benjamin D. Haeffele and
Ren{\'{e}} Vidal},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding the Dynamics of Gradient Flow in Overparameterized Linear
models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10153--10161},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tarmoun21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TarmounFHV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaskesenYBKN21,
author = {Bahar Taskesen and
Man{-}Chung Yue and
Jose H. Blanchet and
Daniel Kuhn and
Viet Anh Nguyen},
editor = {Marina Meila and
Tong Zhang},
title = {Sequential Domain Adaptation by Synthesizing Distributionally Robust
Experts},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10162--10172},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/taskesen21a.html},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaskesenYBKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TavaresK0DS21,
author = {Zenna Tavares and
James Koppel and
Xin Zhang and
Ria Das and
Armando Solar{-}Lezama},
editor = {Marina Meila and
Tong Zhang},
title = {A Language for Counterfactual Generative Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10173--10182},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tavares21a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TavaresK0DS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tay0AGP0BJM21,
author = {Yi Tay and
Mostafa Dehghani and
Vamsi Aribandi and
Jai Prakash Gupta and
Philip Pham and
Zhen Qin and
Dara Bahri and
Da{-}Cheng Juan and
Donald Metzler},
editor = {Marina Meila and
Tong Zhang},
title = {OmniNet: Omnidirectional Representations from Transformers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10193--10202},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tay21b.html},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tay0AGP0BJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TayBMJZZ21,
author = {Yi Tay and
Dara Bahri and
Donald Metzler and
Da{-}Cheng Juan and
Zhe Zhao and
Che Zheng},
editor = {Marina Meila and
Tong Zhang},
title = {Synthesizer: Rethinking Self-Attention for Transformer Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10183--10192},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tay21a.html},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TayBMJZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TengTY21,
author = {Jiaye Teng and
Zeren Tan and
Yang Yuan},
editor = {Marina Meila and
Tong Zhang},
title = {{T-SCI:} {A} Two-Stage Conformal Inference Algorithm with Guaranteed
Coverage for Cox-MLP},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10203--10213},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/teng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TengTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Terjek21,
author = {D{\'{a}}vid Terj{\'{e}}k},
editor = {Marina Meila and
Tong Zhang},
title = {Moreau-Yosida f-divergences},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10214--10224},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/terjek21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Terjek21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeterwakZKM21,
author = {Piotr Teterwak and
Chiyuan Zhang and
Dilip Krishnan and
Michael C. Mozer},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding Invariance via Feedforward Inversion of Discriminatively
Trained Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10225--10235},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/teterwak21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TeterwakZKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThananjeyanKSJG21,
author = {Brijen Thananjeyan and
Kirthevasan Kandasamy and
Ion Stoica and
Michael I. Jordan and
Ken Goldberg and
Joseph Gonzalez},
editor = {Marina Meila and
Tong Zhang},
title = {Resource Allocation in Multi-armed Bandit Exploration: Overcoming
Sublinear Scaling with Adaptive Parallelism},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10236--10246},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/thananjeyan21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThananjeyanKSJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThinKDDMP21,
author = {Achille Thin and
Nikita Kotelevskii and
Arnaud Doucet and
Alain Durmus and
Eric Moulines and
Maxim Panov},
editor = {Marina Meila and
Tong Zhang},
title = {Monte Carlo Variational Auto-Encoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10247--10257},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/thin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThinKDDMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThygesenSAMSH21,
author = {Christian B. Thygesen and
Christian Skj{\o}dt Steenmans and
Ahmad Salim Al{-}Sibahi and
Lys Sanz Moreta and
Anders Bundg{\aa}rd S{\o}rensen and
Thomas Hamelryck},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Generative Modelling of Protein Structure Fragments using
a Deep Markov Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10258--10267},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/thygesen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThygesenSAMSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tian0YS21,
author = {Yi Tian and
Yuanhao Wang and
Tiancheng Yu and
Suvrit Sra},
editor = {Marina Meila and
Tong Zhang},
title = {Online Learning in Unknown Markov Games},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10279--10288},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tian21b.html},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tian0YS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TianCG21,
author = {Yuandong Tian and
Xinlei Chen and
Surya Ganguli},
editor = {Marina Meila and
Tong Zhang},
title = {Understanding self-supervised learning dynamics without contrastive
pairs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10268--10278},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tian21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TianCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TiaoKSBAR21,
author = {Louis C. Tiao and
Aaron Klein and
Matthias W. Seeger and
Edwin V. Bonilla and
C{\'{e}}dric Archambeau and
Fabio Ramos},
editor = {Marina Meila and
Tong Zhang},
title = {{BORE:} Bayesian Optimization by Density-Ratio Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10289--10300},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tiao21a.html},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TiaoKSBAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TillinghastZ21,
author = {Conor Tillinghast and
Shandian Zhe},
editor = {Marina Meila and
Tong Zhang},
title = {Nonparametric Decomposition of Sparse Tensors},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10301--10311},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tillinghast21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TillinghastZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TolpinZRY21,
author = {David Tolpin and
Yuan Zhou and
Tom Rainforth and
Hongseok Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Probabilistic Programs with Stochastic Conditioning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10312--10323},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tolpin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TolpinZRY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TomenPG21,
author = {Nergis Tomen and
Silvia{-}Laura Pintea and
Jan van Gemert},
editor = {Marina Meila and
Tong Zhang},
title = {Deep Continuous Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10324--10335},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tomen21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TomenPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TouvronCDMSJ21,
author = {Hugo Touvron and
Matthieu Cord and
Matthijs Douze and
Francisco Massa and
Alexandre Sablayrolles and
Herv{\'{e}} J{\'{e}}gou},
editor = {Marina Meila and
Tong Zhang},
title = {Training data-efficient image transformers {\&} distillation through
attention},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10347--10357},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/touvron21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TouvronCDMSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrabuccoKGL21,
author = {Brandon Trabucco and
Aviral Kumar and
Xinyang Geng and
Sergey Levine},
editor = {Marina Meila and
Tong Zhang},
title = {Conservative Objective Models for Effective Offline Model-Based Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10358--10368},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/trabucco21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TrabuccoKGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tran-The0RV21,
author = {Hung Tran{-}The and
Sunil Gupta and
Santu Rana and
Svetha Venkatesh},
editor = {Marina Meila and
Tong Zhang},
title = {Bayesian Optimistic Optimisation with Exponentially Decaying Regret},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10390--10400},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tran-the21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tran-The0RV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TranMMF21,
author = {Gia{-}Lac Tran and
Dimitrios Milios and
Pietro Michiardi and
Maurizio Filippone},
editor = {Marina Meila and
Tong Zhang},
title = {Sparse within Sparse Gaussian Processes using Neighbor Information},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10369--10378},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tran21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TranMMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TranNT21,
author = {Trang H. Tran and
Lam M. Nguyen and
Quoc Tran{-}Dinh},
editor = {Marina Meila and
Tong Zhang},
title = {{SMG:} {A} Shuffling Gradient-Based Method with Momentum},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10379--10389},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tran21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TranNT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TraubleCKLDGSB21,
author = {Frederik Tr{\"{a}}uble and
Elliot Creager and
Niki Kilbertus and
Francesco Locatello and
Andrea Dittadi and
Anirudh Goyal and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Marina Meila and
Tong Zhang},
title = {On Disentangled Representations Learned from Correlated Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10401--10412},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/trauble21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TraubleCKLDGSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Treutlein0OF21,
author = {Johannes Treutlein and
Michael Dennis and
Caspar Oesterheld and
Jakob N. Foerster},
editor = {Marina Meila and
Tong Zhang},
title = {A New Formalism, Method and Open Issues for Zero-Shot Coordination},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10413--10423},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/treutlein21a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Treutlein0OF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TriantafillouLZ21,
author = {Eleni Triantafillou and
Hugo Larochelle and
Richard S. Zemel and
Vincent Dumoulin},
editor = {Marina Meila and
Tong Zhang},
title = {Learning a Universal Template for Few-shot Dataset Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10424--10433},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/triantafillou21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TriantafillouLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TripuraneniJJ21,
author = {Nilesh Tripuraneni and
Chi Jin and
Michael I. Jordan},
editor = {Marina Meila and
Tong Zhang},
title = {Provable Meta-Learning of Linear Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10434--10443},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tripuraneni21a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TripuraneniJJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrouleauEGKT21,
author = {William Trouleau and
Jalal Etesami and
Matthias Grossglauser and
Negar Kiyavash and
Patrick Thiran},
editor = {Marina Meila and
Tong Zhang},
title = {Cumulants of Hawkes Processes are Robust to Observation Noise},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10444--10454},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/trouleau21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TrouleauEGKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tulsiani021,
author = {Shubham Tulsiani and
Abhinav Gupta},
editor = {Marina Meila and
Tong Zhang},
title = {PixelTransformer: Sample Conditioned Signal Generation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10455--10464},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tulsiani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tulsiani021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UpadhyayU21,
author = {Jalaj Upadhyay and
Sarvagya Upadhyay},
editor = {Marina Meila and
Tong Zhang},
title = {A Framework for Private Matrix Analysis in Sliding Window Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10465--10475},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/upadhyay21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UpadhyayU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UsmanovaK0L21,
author = {Ilnura Usmanova and
Maryam Kamgarpour and
Andreas Krause and
Kfir Y. Levy},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Projection Onto Convex Smooth Constraints},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10476--10486},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/usmanova21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UsmanovaK0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UstimenkoP21,
author = {Aleksei Ustimenko and
Liudmila Prokhorenkova},
editor = {Marina Meila and
Tong Zhang},
title = {{SGLB:} Stochastic Gradient Langevin Boosting},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10487--10496},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ustimenko21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UstimenkoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VaezipoorLIM21,
author = {Pashootan Vaezipoor and
Andrew C. Li and
Rodrigo Toro Icarte and
Sheila A. McIlraith},
editor = {Marina Meila and
Tong Zhang},
title = {LTL2Action: Generalizing {LTL} Instructions for Multi-Task {RL}},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10497--10508},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vaezipoor21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VaezipoorLIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VedantamSNML21,
author = {Ramakrishna Vedantam and
Arthur Szlam and
Maximilian Nickel and
Ari Morcos and
Brenden M. Lake},
editor = {Marina Meila and
Tong Zhang},
title = {{CURI:} {A} Benchmark for Productive Concept Learning Under Uncertainty},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10519--10529},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vedantam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VedantamSNML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VermaLKPL21,
author = {Vikas Verma and
Thang Luong and
Kenji Kawaguchi and
Hieu Pham and
Quoc V. Le},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Domain-Agnostic Contrastive Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10530--10541},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/verma21a.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VermaLKPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VermaP21,
author = {Sagar Verma and
Jean{-}Christophe Pesquet},
editor = {Marina Meila and
Tong Zhang},
title = {Sparsifying Networks via Subdifferential Inclusion},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10542--10552},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/verma21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VermaP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VicolMS21,
author = {Paul Vicol and
Luke Metz and
Jascha Sohl{-}Dickstein},
editor = {Marina Meila and
Tong Zhang},
title = {Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent
Evolution Strategies},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10553--10563},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vicol21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VicolMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Vincent-CuazVFC21,
author = {C{\'{e}}dric Vincent{-}Cuaz and
Titouan Vayer and
R{\'{e}}mi Flamary and
Marco Corneli and
Nicolas Courty},
editor = {Marina Meila and
Tong Zhang},
title = {Online Graph Dictionary Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10564--10574},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vincent-cuaz21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Vincent-CuazVFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VosV21,
author = {Dani{\"{e}}l Vos and
Sicco Verwer},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Training of Robust Decision Trees Against Adversarial Examples},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10586--10595},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VosV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VoynovMB21,
author = {Andrey Voynov and
Stanislav Morozov and
Artem Babenko},
editor = {Marina Meila and
Tong Zhang},
title = {Object Segmentation Without Labels with Large-Scale Generative Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10596--10606},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/voynov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VoynovMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VreugdenhilNEE21,
author = {Robbie Vreugdenhil and
Viet Anh Nguyen and
Armin Eftekhari and
Peyman Mohajerin Esfahani},
editor = {Marina Meila and
Tong Zhang},
title = {Principal Component Hierarchy for Sparse Quadratic Programs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10607--10616},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vreugdenhil21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VreugdenhilNEE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WadiaDSDS21,
author = {Neha S. Wadia and
Daniel Duckworth and
Samuel S. Schoenholz and
Ethan Dyer and
Jascha Sohl{-}Dickstein},
editor = {Marina Meila and
Tong Zhang},
title = {Whitening and Second Order Optimization Both Make Information in the
Dataset Unusable During Training, and Can Reduce or Prevent Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10617--10629},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wadia21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WadiaDSDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WagenerBC21,
author = {Nolan Wagener and
Byron Boots and
Ching{-}An Cheng},
editor = {Marina Meila and
Tong Zhang},
title = {Safe Reinforcement Learning Using Advantage-Based Intervention},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10630--10640},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wagener21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WagenerBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WagenmakerSJ21,
author = {Andrew J. Wagenmaker and
Max Simchowitz and
Kevin G. Jamieson},
editor = {Marina Meila and
Tong Zhang},
title = {Task-Optimal Exploration in Linear Dynamical Systems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10641--10652},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wagenmaker21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WagenmakerSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanNHRLO21,
author = {Xingchen Wan and
Vu Nguyen and
Huong Ha and
Bin Xin Ru and
Cong Lu and
Michael A. Osborne},
editor = {Marina Meila and
Tong Zhang},
title = {Think Global and Act Local: Bayesian Optimisation over High-Dimensional
Categorical and Mixed Search Spaces},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10663--10674},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wan21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WanNHRLO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanNS21,
author = {Yi Wan and
Abhishek Naik and
Richard S. Sutton},
editor = {Marina Meila and
Tong Zhang},
title = {Learning and Planning in Average-Reward Markov Decision Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10653--10662},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wan21a.html},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WanNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wang0L21,
author = {Haoxiang Wang and
Han Zhao and
Bo Li},
editor = {Marina Meila and
Tong Zhang},
title = {Bridging Multi-Task Learning and Meta-Learning: Towards Efficient
Training and Effective Adaptation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10991--11002},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21ad.html},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Wang0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wang21,
author = {Zi Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10675--10685},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Wang21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangB21,
author = {Yixin Wang and
David M. Blei},
editor = {Marina Meila and
Tong Zhang},
title = {A Proxy Variable View of Shared Confounding},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10697--10707},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangBSJ21,
author = {Lequn Wang and
Yiwei Bai and
Wen Sun and
Thorsten Joachims},
editor = {Marina Meila and
Tong Zhang},
title = {Fairness of Exposure in Stochastic Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10686--10696},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangBSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCJLL21,
author = {Jiali Wang and
He Chen and
Rujun Jiang and
Xudong Li and
Zihao Li},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Algorithms for Stackelberg Prediction Game with Least Squares
Loss},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10708--10716},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21d.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangCJLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangG21,
author = {Jing Wang and
Xin Geng},
editor = {Marina Meila and
Tong Zhang},
title = {Label Distribution Learning Machine},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10749--10759},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21h.html},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangGLLC21,
author = {Dilin Wang and
Chengyue Gong and
Meng Li and
Qiang Liu and
Vikas Chandra},
editor = {Marina Meila and
Tong Zhang},
title = {AlphaNet: Improved Training of Supernets with Alpha-Divergence},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10760--10771},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21i.html},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangGLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangGLW21,
author = {Ximei Wang and
Jinghan Gao and
Mingsheng Long and
Jianmin Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Self-Tuning for Data-Efficient Deep Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10738--10748},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21g.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangGLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangH21,
author = {Yu Wang and
Alfred Olivier Hero},
editor = {Marina Meila and
Tong Zhang},
title = {{SG-PALM:} a Fast Physically Interpretable Tensor Graphical Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10783--10793},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21k.html},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangHYW21,
author = {Weichen Wang and
Jiequn Han and
Zhuoran Yang and
Zhaoran Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field
Control/Game in Continuous Time},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10772--10782},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21j.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangHYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangJXWY21,
author = {Gefei Wang and
Yuling Jiao and
Qian Xu and
Yang Wang and
Can Yang},
editor = {Marina Meila and
Tong Zhang},
title = {Deep Generative Learning via Schr{\"{o}}dinger Bridge},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10794--10804},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21l.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangJXWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLA21,
author = {Jun{-}Kun Wang and
Chi{-}Heng Lin and
Jacob D. Abernethy},
editor = {Marina Meila and
Tong Zhang},
title = {A Modular Analysis of Provable Acceleration via Polyak's Momentum:
Training a Wide ReLU Network and a Deep Linear Network},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10816--10827},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21n.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLTK21,
author = {Y. Samuel Wang and
Si Kai Lee and
Panos Toulis and
Mladen Kolar},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Inference for High-Dimensional Linear Models via Residual Randomization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10805--10815},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21m.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLY21,
author = {Mengfan Wang and
Boyu Lyu and
Guoqiang Yu},
editor = {Marina Meila and
Tong Zhang},
title = {ConvexVST: {A} Convex Optimization Approach to Variance-stabilizing
Transformation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10839--10848},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21p.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLZS21,
author = {Peng Wang and
Huikang Liu and
Zirui Zhou and
Anthony Man{-}Cho So},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected
Power Method},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10828--10838},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21o.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangM0L21,
author = {Bohan Wang and
Qi Meng and
Wei Chen and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous
Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10849--10858},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21q.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangM0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangMA21,
author = {Yunjuan Wang and
Poorya Mianjy and
Raman Arora},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Learning for Data Poisoning Attacks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10859--10869},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21r.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangR21,
author = {Angelina Wang and
Olga Russakovsky},
editor = {Marina Meila and
Tong Zhang},
title = {Directional Bias Amplification},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10882--10893},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21t.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangRZ21,
author = {Alexander Wang and
Mengye Ren and
Richard S. Zemel},
editor = {Marina Meila and
Tong Zhang},
title = {SketchEmbedNet: Learning Novel Concepts by Imitating Drawings},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10870--10881},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21s.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangRZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangS21,
author = {Yutong Wang and
Clayton Scott},
editor = {Marina Meila and
Tong Zhang},
title = {An exact solver for the Weston-Watkins {SVM} subproblem},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10894--10904},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21u.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangSKKR21,
author = {Daochen Wang and
Aarthi Sundaram and
Robin Kothari and
Ashish Kapoor and
Martin Roetteler},
editor = {Marina Meila and
Tong Zhang},
title = {Quantum algorithms for reinforcement learning with a generative model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10916--10926},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21w.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangSKKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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