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@inproceedings{DBLP:conf/icml/0001AKP20,
author = {Arpit Agarwal and
Shivani Agarwal and
Sanjeev Khanna and
Prathamesh Patil},
title = {Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial
Corruptions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {85--95},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/agarwal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001AKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001CGG20,
author = {Shali Jiang and
Henry Chai and
Javier Gonzalez and
Roman Garnett},
title = {{BINOCULARS} for efficient, nonmyopic sequential experimental design},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4794--4803},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001CGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001DLZ20,
author = {Tonghan Wang and
Heng Dong and
Victor R. Lesser and
Chongjie Zhang},
title = {{ROMA:} Multi-Agent Reinforcement Learning with Emergent Roles},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9876--9886},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001DLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001G0MV20,
author = {Arnab Bhattacharyya and
Sutanu Gayen and
Saravanan Kandasamy and
Ashwin Maran and
N. Variyam Vinodchandran},
title = {Learning and Sampling of Atomic Interventions from Observations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {842--853},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bhattacharyya20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001G0MV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001GMP20,
author = {Kinjal Basu and
Amol Ghoting and
Rahul Mazumder and
Yao Pan},
title = {{ECLIPSE:} An Extreme-Scale Linear Program Solver for Web-Applications},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {704--714},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/basu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001GMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001HLDQLT20,
author = {Jingyu Zhao and
Feiqing Huang and
Jia Lv and
Yanjie Duan and
Zhen Qin and
Guodong Li and
Guangjian Tian},
title = {Do {RNN} and {LSTM} have Long Memory?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11365--11375},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhao20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001HLDQLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001HWDK20,
author = {Alexander Tong and
Jessie Huang and
Guy Wolf and
David van Dijk and
Smita Krishnaswamy},
title = {TrajectoryNet: {A} Dynamic Optimal Transport Network for Modeling
Cellular Dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9526--9536},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tong20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001HWDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001I20,
author = {Tongzhou Wang and
Phillip Isola},
title = {Understanding Contrastive Representation Learning through Alignment
and Uniformity on the Hypersphere},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9929--9939},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20k.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001I20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001KWZM20,
author = {Tong Yu and
Branislav Kveton and
Zheng Wen and
Ruiyi Zhang and
Ole J. Mengshoel},
title = {Graphical Models Meet Bandits: {A} Variational Thompson Sampling Approach},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10902--10912},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001KWZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LCFXAHO20,
author = {Sijia Liu and
Songtao Lu and
Xiangyi Chen and
Yao Feng and
Kaidi Xu and
Abdullah Al{-}Dujaili and
Mingyi Hong and
Una{-}May O'Reilly},
title = {Min-Max Optimization without Gradients: Convergence and Applications
to Black-Box Evasion and Poisoning Attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6282--6293},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LCFXAHO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LCZ020,
author = {Jianfei Chen and
Cheng Lu and
Biqi Chenli and
Jun Zhu and
Tian Tian},
title = {VFlow: More Expressive Generative Flows with Variational Data Augmentation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1660--1669},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20p.html},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LCZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LMH20,
author = {Xiang Jiang and
Qicheng Lao and
Stan Matwin and
Mohammad Havaei},
title = {Implicit Class-Conditioned Domain Alignment for Unsupervised Domain
Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4816--4827},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LSFKPGP20,
author = {Amy Zhang and
Clare Lyle and
Shagun Sodhani and
Angelos Filos and
Marta Kwiatkowska and
Joelle Pineau and
Yarin Gal and
Doina Precup},
title = {Invariant Causal Prediction for Block MDPs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11214--11224},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20t.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LSFKPGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001PMTM20,
author = {Hussein Hazimeh and
Natalia Ponomareva and
Petros Mol and
Zhenyu Tan and
Rahul Mazumder},
title = {The Tree Ensemble Layer: Differentiability meets Conditional Computation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4138--4148},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hazimeh20a.html},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001PMTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001RJ20,
author = {Amrita Roy Chowdhury and
Theodoros Rekatsinas and
Somesh Jha},
title = {Data-Dependent Differentially Private Parameter Learning for Directed
Graphical Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1939--1951},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chowdhury20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001RJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001SB20,
author = {Trevor Davis and
Martin Schmid and
Michael Bowling},
title = {Low-Variance and Zero-Variance Baselines for Extensive-Form Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2392--2401},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/davis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001SB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001TFO20,
author = {Zinan Lin and
Kiran Koshy Thekumparampil and
Giulia Fanti and
Sewoong Oh},
title = {InfoGAN-CR and ModelCentrality: Self-supervised Model Training and
Selection for Disentangling GANs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6127--6139},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20e.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001TFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001WR20,
author = {Chen Dan and
Yuting Wei and
Pradeep Ravikumar},
title = {Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2345--2355},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001WR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001ZH20,
author = {Lei Luo and
Yanfu Zhang and
Heng Huang},
title = {Adversarial Nonnegative Matrix Factorization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6479--6488},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/luo20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001ZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002CMK20,
author = {Aviv Rosenberg and
Alon Cohen and
Yishay Mansour and
Haim Kaplan},
title = {Near-optimal Regret Bounds for Stochastic Shortest Path},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8210--8219},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rosenberg20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002CMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002D0S20,
author = {Yu Cheng and
Ilias Diakonikolas and
Rong Ge and
Mahdi Soltanolkotabi},
title = {High-dimensional Robust Mean Estimation via Gradient Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1768--1778},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002D0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002DM20,
author = {Pingchuan Ma and
Tao Du and
Wojciech Matusik},
title = {Efficient Continuous Pareto Exploration in Multi-Task Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6522--6531},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20a.html},
timestamp = {Thu, 24 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002DM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002F20,
author = {Sahil Singla and
Soheil Feizi},
title = {Second-Order Provable Defenses against Adversarial Attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8981--8991},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/singla20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002F20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002G20,
author = {Pan Xu and
Quanquan Gu},
title = {A Finite-Time Analysis of Q-Learning with Neural Network Function
Approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10555--10565},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002G20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002H20,
author = {Rohit Agrawal and
Thibaut Horel},
title = {Optimal Bounds between f-Divergences and Integral Probability Metrics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {115--124},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/agrawal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002HR20,
author = {Han Zhao and
Junjie Hu and
Andrej Risteski},
title = {On Learning Language-Invariant Representations for Universal Machine
Translation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11352--11364},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhao20b.html},
timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002HR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002SLY20,
author = {Uri Alon and
Roy Sadaka and
Omer Levy and
Eran Yahav},
title = {Structural Language Models of Code},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {245--256},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002SLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WZCLXQS20,
author = {Shuang Li and
Lu Wang and
Ruizhi Zhang and
Xiaofu Chang and
Xuqin Liu and
Yao Xie and
Yuan Qi and
Le Song},
title = {Temporal Logic Point Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5990--6000},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20p.html},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002WZCLXQS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002XA0D20,
author = {Xingjian Li and
Haoyi Xiong and
Haozhe An and
Cheng{-}Zhong Xu and
Dejing Dou},
title = {{RIFLE:} Backpropagation in Depth for Deep Transfer Learning through
Re-Initializing the Fully-connected LayEr},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6010--6019},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20r.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002XA0D20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00030YYXTS20,
author = {Bo Han and
Gang Niu and
Xingrui Yu and
Quanming Yao and
Miao Xu and
Ivor W. Tsang and
Masashi Sugiyama},
title = {{SIGUA:} Forgetting May Make Learning with Noisy Labels More Robust},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4006--4016},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20c.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00030YYXTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0003KWGL20,
author = {Michael Chang and
Sidhant Kaushik and
S. Matthew Weinberg and
Tom Griffiths and
Sergey Levine},
title = {Decentralized Reinforcement Learning: Global Decision-Making via Local
Economic Transactions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1437--1447},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chang20b.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0003KWGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004020,
author = {Youzhi Zhang and
Bo An},
title = {Converging to Team-Maxmin Equilibria in Zero-Sum Multiplayer Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11033--11043},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0004020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004LZ020,
author = {Kun Xu and
Chongxuan Li and
Jun Zhu and
Bo Zhang},
title = {Understanding and Stabilizing GANs' Training Dynamics Using Control
Theory},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10566--10575},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20d.html},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004LZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004PX20,
author = {Zhe Feng and
David C. Parkes and
Haifeng Xu},
title = {The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3092--3101},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/feng20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0004PX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0006XZWY20,
author = {Yan Yan and
Yi Xu and
Lijun Zhang and
Xiaoyu Wang and
Tianbao Yang},
title = {Stochastic Optimization for Non-convex Inf-Projection Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10660--10669},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yan20a.html},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0006XZWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0007T20,
author = {Johannes Fischer and
{\"{O}}mer Sahin Tas},
title = {Information Particle Filter Tree: An Online Algorithm for POMDPs with
Belief-Based Rewards on Continuous Domains},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3177--3187},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fischer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0007T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0009BB20,
author = {Yao Liu and
Pierre{-}Luc Bacon and
Emma Brunskill},
title = {Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional
Importance Sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6184--6193},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0009BB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0009SLG20,
author = {Ning Xu and
Jun Shu and
Yun{-}Peng Liu and
Xin Geng},
title = {Variational Label Enhancement},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10597--10606},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20g.html},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0009SLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0011HHBK20,
author = {Xi Liu and
Ping{-}Chun Hsieh and
Yu{-}Heng Hung and
Anirban Bhattacharya and
P. R. Kumar},
title = {Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood
Estimation for Stochastic Multi-Armed Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6248--6258},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20g.html},
timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0011HHBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0013SZZ20,
author = {Wei Chen and
Xiaoming Sun and
Jialin Zhang and
Zhijie Zhang},
title = {Optimization from Structured Samples for Coverage Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1715--1724},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20u.html},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0013SZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0015XD020,
author = {Di Wang and
Hanshen Xiao and
Srinivas Devadas and
Jinhui Xu},
title = {On Differentially Private Stochastic Convex Optimization with Heavy-tailed
Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10081--10091},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20y.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0015XD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0020ZSLM20,
author = {Hao Wu and
Heiko Zimmermann and
Eli Sennesh and
Tuan Anh Le and
Jan{-}Willem van de Meent},
title = {Amortized Population Gibbs Samplers with Neural Sufficient Statistics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10421--10431},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20h.html},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0020ZSLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0036LRJ20,
author = {Yu Chen and
Zhenming Liu and
Bin Ren and
Xin Jin},
title = {On Efficient Constructions of Checkpoints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1627--1636},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20m.html},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0036LRJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0052LRZLCS20,
author = {Rui Wang and
Joel Lehman and
Aditya Rawal and
Jiale Zhi and
Yulun Li and
Jeffrey Clune and
Kenneth O. Stanley},
title = {Enhanced {POET:} Open-ended Reinforcement Learning through Unbounded
Invention of Learning Challenges and their Solutions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9940--9951},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20l.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0052LRZLCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0058PJCP20,
author = {Wei Zhang and
Thomas Kobber Panum and
Somesh Jha and
Prasad Chalasani and
David Page},
title = {{CAUSE:} Learning Granger Causality from Event Sequences using Attribution
Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11235--11245},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20v.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0058PJCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AJK20,
author = {Prashanth L. A. and
Krishna P. Jagannathan and
Ravi Kumar Kolla},
title = {Concentration bounds for CVaR estimation: The cases of light-tailed
and heavy-tailed distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5577--5586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/l-a-20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbbasSTW20,
author = {Zaheer Abbas and
Samuel Sokota and
Erin Talvitie and
Martha White},
title = {Selective Dyna-Style Planning Under Limited Model Capacity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1--10},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/abbas20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbbasSTW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbdolmalekiHNS20,
author = {Abbas Abdolmaleki and
Sandy H. Huang and
Leonard Hasenclever and
Michael Neunert and
H. Francis Song and
Martina Zambelli and
Murilo F. Martins and
Nicolas Heess and
Raia Hadsell and
Martin A. Riedmiller},
title = {A distributional view on multi-objective policy optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11--22},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/abdolmaleki20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbdolmalekiHNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbeilleL20,
author = {Marc Abeille and
Alessandro Lazaric},
title = {Efficient Optimistic Exploration in Linear-Quadratic Regulators via
Lagrangian Relaxation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {23--31},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/abeille20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbeilleL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AblinPM20,
author = {Pierre Ablin and
Gabriel Peyr{\'{e}} and
Thomas Moreau},
title = {Super-efficiency of automatic differentiation for functions defined
as a minimum},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {32--41},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ablin20a.html},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AblinPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbrolS20,
author = {Vinayak Abrol and
Pulkit Sharma},
title = {A Geometric Approach to Archetypal Analysis via Sparse Projections},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {42--51},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/abrol20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbrolS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AcharyaBKRS20,
author = {Jayadev Acharya and
Kallista A. Bonawitz and
Peter Kairouz and
Daniel Ramage and
Ziteng Sun},
title = {Context Aware Local Differential Privacy},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {52--62},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/acharya20a.html},
timestamp = {Thu, 08 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AcharyaBKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AddankiKMM20,
author = {Raghavendra Addanki and
Shiva Prasad Kasiviswanathan and
Andrew McGregor and
Cameron Musco},
title = {Efficient Intervention Design for Causal Discovery with Latents},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {63--73},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/addanki20a.html},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AddankiKMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AdlamP20,
author = {Ben Adlam and
Jeffrey Pennington},
title = {The Neural Tangent Kernel in High Dimensions: Triple Descent and a
Multi-Scale Theory of Generalization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {74--84},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/adlam20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AdlamP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalBHL20,
author = {Naman Agarwal and
Nataly Brukhim and
Elad Hazan and
Zhou Lu},
title = {Boosting for Control of Dynamical Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {96--103},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/agarwal20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AgarwalBHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalS020,
author = {Rishabh Agarwal and
Dale Schuurmans and
Mohammad Norouzi},
title = {An Optimistic Perspective on Offline Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {104--114},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/agarwal20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AgarwalS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhmadiTeshniziS20,
author = {Ali AhmadiTeshnizi and
Saber Salehkaleybar and
Negar Kiyavash},
title = {LazyIter: {A} Fast Algorithm for Counting Markov Equivalent DAGs and
Designing Experiments},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {125--133},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ahmaditeshnizi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AhmadiTeshniziS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhnSS20,
author = {Sungsoo Ahn and
Younggyo Seo and
Jinwoo Shin},
title = {Learning What to Defer for Maximum Independent Sets},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {134--144},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ahn20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AhnSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhujaSVD20,
author = {Kartik Ahuja and
Karthikeyan Shanmugam and
Kush R. Varshney and
Amit Dhurandhar},
title = {Invariant Risk Minimization Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {145--155},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ahuja20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AhujaSVD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Aitchison20,
author = {Laurence Aitchison},
title = {Why bigger is not always better: on finite and infinite neural networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {156--164},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/aitchison20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Aitchison20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlaaS20,
author = {Ahmed M. Alaa and
Mihaela van der Schaar},
title = {Discriminative Jackknife: Quantifying Uncertainty in Deep Learning
via Higher-Order Influence Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {165--174},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alaa20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlaaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlaaS20a,
author = {Ahmed M. Alaa and
Mihaela van der Schaar},
title = {Frequentist Uncertainty in Recurrent Neural Networks via Blockwise
Influence Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {175--190},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alaa20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlaaS20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlacaogluFC20,
author = {Ahmet Alacaoglu and
Olivier Fercoq and
Volkan Cevher},
title = {Random extrapolation for primal-dual coordinate descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {191--201},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alacaoglu20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlacaogluFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlacaogluMMC20,
author = {Ahmet Alacaoglu and
Yura Malitsky and
Panayotis Mertikopoulos and
Volkan Cevher},
title = {A new regret analysis for Adam-type algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {202--210},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alacaoglu20b.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlacaogluMMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlamiMF20,
author = {R{\'{e}}da Alami and
Odalric Maillard and
Rapha{\"{e}}l F{\'{e}}raud},
title = {Restarted Bayesian Online Change-point Detector achieves Optimal Detection
Delay},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {211--221},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alami20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlamiMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlexandariKS20,
author = {Amr Alexandari and
Anshul Kundaje and
Avanti Shrikumar},
title = {Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat
at Label Shift Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {222--232},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/alexandari20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AlexandariKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AliDT20,
author = {Alnur Ali and
Edgar Dobriban and
Ryan J. Tibshirani},
title = {The Implicit Regularization of Stochastic Gradient Flow for Least
Squares},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {233--244},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ali20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AliDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmersfoortSTG20,
author = {Joost van Amersfoort and
Lewis Smith and
Yee Whye Teh and
Yarin Gal},
title = {Uncertainty Estimation Using a Single Deep Deterministic Neural Network},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9690--9700},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/van-amersfoort20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmersfoortSTG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AminVDN20,
author = {Saadullah Amin and
Stalin Varanasi and
Katherine Ann Dunfield and
G{\"{u}}nter Neumann},
title = {LowFER: Low-rank Bilinear Pooling for Link Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {257--268},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/amin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AminVDN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmitMC20,
author = {Ron Amit and
Ron Meir and
Kamil Ciosek},
title = {Discount Factor as a Regularizer in Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {269--278},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/amit20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmitMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmizadehPPHK20,
author = {Saeed Amizadeh and
Hamid Palangi and
Alex Polozov and
Yichen Huang and
Kazuhito Koishida},
title = {Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {279--290},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/amizadeh20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmizadehPPHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmosY20,
author = {Brandon Amos and
Denis Yarats},
title = {The Differentiable Cross-Entropy Method},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {291--302},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/amos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmosY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnandGP20,
author = {Keerti Anand and
Rong Ge and
Debmalya Panigrahi},
title = {Customizing {ML} Predictions for Online Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {303--313},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/anand20a.html},
timestamp = {Sun, 28 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AnandGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndersPDMK20,
author = {Christopher J. Anders and
Plamen Pasliev and
Ann{-}Kathrin Dombrowski and
Klaus{-}Robert M{\"{u}}ller and
Pan Kessel},
title = {Fairwashing explanations with off-manifold detergent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {314--323},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/anders20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AndersPDMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AngermullerBGMD20,
author = {Christof Angerm{\"{u}}ller and
David Belanger and
Andreea Gane and
Zelda Mariet and
David Dohan and
Kevin Murphy and
Lucy J. Colwell and
D. Sculley},
title = {Population-Based Black-Box Optimization for Biological Sequence Design},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {324--334},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/angermueller20a.html},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AngermullerBGMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AnokhinY20,
author = {Ivan Anokhin and
Dmitry Yarotsky},
title = {Low-loss connection of weight vectors: distribution-based approaches},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {335--344},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/anokhin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AnokhinY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AntoniadisCE0S20,
author = {Antonios Antoniadis and
Christian Coester and
Marek Eli{\'{a}}s and
Adam Polak and
Bertrand Simon},
title = {Online metric algorithms with untrusted predictions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {345--355},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/antoniadis20a.html},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AntoniadisCE0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArdywibowoBGWQ20,
author = {Randy Ardywibowo and
Shahin Boluki and
Xinyu Gong and
Zhangyang Wang and
Xiaoning Qian},
title = {{NADS:} Neural Architecture Distribution Search for Uncertainty Awareness},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {356--366},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ardywibowo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ArdywibowoBGWQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AroraDKLS20,
author = {Sanjeev Arora and
Simon S. Du and
Sham M. Kakade and
Yuping Luo and
Nikunj Saunshi},
title = {Provable Representation Learning for Imitation Learning via Bi-level
Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {367--376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/arora20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AroraDKLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArunachalamM20,
author = {Srinivasan Arunachalam and
Reevu Maity},
title = {Quantum Boosting},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {377--387},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/arunachalam20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ArunachalamM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AshtianiPU20,
author = {Hassan Ashtiani and
Vinayak Pathak and
Ruth Urner},
title = {Black-box Certification and Learning under Adversarial Perturbations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {388--398},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ashtiani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AshtianiPU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AsimDLAH20,
author = {Muhammad Asim and
Max Daniels and
Oscar Leong and
Ali Ahmed and
Paul Hand},
title = {Invertible generative models for inverse problems: mitigating representation
error and dataset bias},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {399--409},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/asim20a.html},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AsimDLAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AssranR20,
author = {Mahmoud Assran and
Mike Rabbat},
title = {On the Convergence of Nesterov's Accelerated Gradient Method in Stochastic
Settings},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {410--420},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/assran20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AssranR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AtamturkG20,
author = {Alper Atamt{\"{u}}rk and
Andr{\'{e}}s G{\'{o}}mez},
title = {Safe screening rules for L0-regression from Perspective Relaxations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {421--430},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/atamturk20a.html},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AtamturkG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AwasthiFM20,
author = {Pranjal Awasthi and
Natalie Frank and
Mehryar Mohri},
title = {Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {431--441},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/awasthi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AwasthiFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Axelrod0SV20,
author = {Brian Axelrod and
Shivam Garg and
Vatsal Sharan and
Gregory Valiant},
title = {Sample Amplification: Increasing Dataset Size even when Learning is
Impossible},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {442--451},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/axelrod20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Axelrod0SV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AxiotisS20,
author = {Kyriakos Axiotis and
Maxim Sviridenko},
title = {Sparse Convex Optimization via Adaptively Regularized Hard Thresholding},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {452--462},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/axiotis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AxiotisS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AyoubJSWY20,
author = {Alex Ayoub and
Zeyu Jia and
Csaba Szepesv{\'{a}}ri and
Mengdi Wang and
Lin Yang},
title = {Model-Based Reinforcement Learning with Value-Targeted Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {463--474},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ayoub20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AyoubJSWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AzencotELM20,
author = {Omri Azencot and
N. Benjamin Erichson and
Vanessa Lin and
Michael W. Mahoney},
title = {Forecasting Sequential Data Using Consistent Koopman Autoencoders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {475--485},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/azencot20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AzencotELM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmannBG20,
author = {Gregor Bachmann and
Gary B{\'{e}}cigneul and
Octavian Ganea},
title = {Constant Curvature Graph Convolutional Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {486--496},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bachmann20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BachmannBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BackursDIRW20,
author = {Arturs Backurs and
Yihe Dong and
Piotr Indyk and
Ilya P. Razenshteyn and
Tal Wagner},
title = {Scalable Nearest Neighbor Search for Optimal Transport},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {497--506},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/backurs20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BackursDIRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BadiaPKSVGB20,
author = {Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Bilal Piot and
Steven Kapturowski and
Pablo Sprechmann and
Alex Vitvitskyi and
Zhaohan Daniel Guo and
Charles Blundell},
title = {Agent57: Outperforming the Atari Human Benchmark},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {507--517},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/badia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BadiaPKSVGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaharBLT20,
author = {Gal Bahar and
Omer Ben{-}Porat and
Kevin Leyton{-}Brown and
Moshe Tennenholtz},
title = {Fiduciary Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {518--527},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bahar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaharBLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BahngCYCO20,
author = {Hyojin Bahng and
Sanghyuk Chun and
Sangdoo Yun and
Jaegul Choo and
Seong Joon Oh},
title = {Learning De-biased Representations with Biased Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {528--539},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bahng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BahngCYCO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BahriJG20,
author = {Dara Bahri and
Heinrich Jiang and
Maya R. Gupta},
title = {Deep k-NN for Noisy Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {540--550},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bahri20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BahriJG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiJ20,
author = {Yu Bai and
Chi Jin},
title = {Provable Self-Play Algorithms for Competitive Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {551--560},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bai20a.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiL20,
author = {Liang Bai and
Jiye Liang},
title = {Sparse Subspace Clustering with Entropy-Norm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {561--568},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bai20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BakerBHJK020,
author = {Daniel N. Baker and
Vladimir Braverman and
Lingxiao Huang and
Shaofeng H.{-}C. Jiang and
Robert Krauthgamer and
Xuan Wu},
title = {Coresets for Clustering in Graphs of Bounded Treewidth},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {569--579},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/baker20a.html},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BakerBHJK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalcanSV20,
author = {Maria{-}Florina Balcan and
Tuomas Sandholm and
Ellen Vitercik},
title = {Refined bounds for algorithm configuration: The knife-edge of dual
class approximability},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {580--590},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/balcan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalcanSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BallPPCR20,
author = {Philip J. Ball and
Jack Parker{-}Holder and
Aldo Pacchiano and
Krzysztof Choromanski and
Stephen J. Roberts},
title = {Ready Policy One: World Building Through Active Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {591--601},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ball20a.html},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BallPPCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalluBB20,
author = {Marin Ballu and
Quentin Berthet and
Francis R. Bach},
title = {Stochastic Optimization for Regularized Wasserstein Estimators},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {602--612},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ballu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalluBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalseiroLM20,
author = {Santiago R. Balseiro and
Haihao Lu and
Vahab S. Mirrokni},
title = {Dual Mirror Descent for Online Allocation Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {613--628},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/balseiro20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalseiroLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BanerjeeJKI20,
author = {Subho S. Banerjee and
Saurabh Jha and
Zbigniew Kalbarczyk and
Ravishankar K. Iyer},
title = {Inductive-bias-driven Reinforcement Learning For Efficient Schedules
in Heterogeneous Clusters},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {629--641},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/banerjee20a.html},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BanerjeeJKI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bao0WW0L0GP0H20,
author = {Hangbo Bao and
Li Dong and
Furu Wei and
Wenhui Wang and
Nan Yang and
Xiaodong Liu and
Yu Wang and
Jianfeng Gao and
Songhao Piao and
Ming Zhou and
Hsiao{-}Wuen Hon},
title = {UniLMv2: Pseudo-Masked Language Models for Unified Language Model
Pre-Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {642--652},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bao20a.html},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bao0WW0L0GP0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaoGH20,
author = {Runxue Bao and
Bin Gu and
Heng Huang},
title = {Fast {OSCAR} and {OWL} Regression via Safe Screening Rules},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {653--663},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bao20b.html},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaoGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarTM20,
author = {Amitay Bar and
Ronen Talmon and
Ron Meir},
title = {Option Discovery in the Absence of Rewards with Manifold Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {664--674},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BarTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarsHKV20,
author = {Batiste Le Bars and
Pierre Humbert and
Argyris Kalogeratos and
Nicolas Vayatis},
title = {Learning the piece-wise constant graph structure of a varying Ising
model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {675--684},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bars20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BarsHKV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BasriGGJKK20,
author = {Ronen Basri and
Meirav Galun and
Amnon Geifman and
David W. Jacobs and
Yoni Kasten and
Shira Kritchman},
title = {Frequency Bias in Neural Networks for Input of Non-Uniform Density},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {685--694},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/basri20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BasriGGJKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BassilyCMNUW20,
author = {Raef Bassily and
Albert Cheu and
Shay Moran and
Aleksandar Nikolov and
Jonathan R. Ullman and
Zhiwei Steven Wu},
title = {Private Query Release Assisted by Public Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {695--703},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bassily20a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BassilyCMNUW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BasuYF20,
author = {Samyadeep Basu and
Xuchen You and
Soheil Feizi},
title = {On Second-Order Group Influence Functions for Black-Box Predictions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {715--724},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/basu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BasuYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Belbute-PeresEK20,
author = {Filipe de Avila Belbute{-}Peres and
Thomas D. Economon and
J. Zico Kolter},
title = {Combining Differentiable {PDE} Solvers and Graph Neural Networks for
Fluid Flow Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2402--2411},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/de-avila-belbute-peres20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Belbute-PeresEK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelhadjiBC20,
author = {Ayoub Belhadji and
R{\'{e}}mi Bardenet and
Pierre Chainais},
title = {Kernel interpolation with continuous volume sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {725--735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/belhadji20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BelhadjiBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelilovskyEO20,
author = {Eugene Belilovsky and
Michael Eickenberg and
Edouard Oyallon},
title = {Decoupled Greedy Learning of CNNs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {736--745},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/belilovsky20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BelilovskyEO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BellecY20,
author = {Pierre Bellec and
Dana Yang},
title = {The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and
Other Ordered Smoothers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {746--755},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bellec20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BellecY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bender0SRO20,
author = {Christopher M. Bender and
Yang Li and
Yifeng Shi and
Michael K. Reiter and
Junier Oliva},
title = {Defense Through Diverse Directions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {756--766},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bender20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Bender0SRO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BengioPP20,
author = {Emmanuel Bengio and
Joelle Pineau and
Doina Precup},
title = {Interference and Generalization in Temporal Difference Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {767--777},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bengio20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BengioPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BengsH20,
author = {Viktor Bengs and
Eyke H{\"{u}}llermeier},
title = {Preselection Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {778--787},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bengs20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BengsH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BennettK20,
author = {Andrew Bennett and
Nathan Kallus},
title = {Efficient Policy Learning from Surrogate-Loss Classification Reductions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {788--798},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bennett20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BennettK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BerradaZK20,
author = {Leonard Berrada and
Andrew Zisserman and
M. Pawan Kumar},
title = {Training Neural Networks for and by Interpolation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {799--809},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/berrada20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BerradaZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BertrandKBVGS20,
author = {Quentin Bertrand and
Quentin Klopfenstein and
Mathieu Blondel and
Samuel Vaiter and
Alexandre Gramfort and
Joseph Salmon},
title = {Implicit differentiation of Lasso-type models for hyperparameter optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {810--821},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bertrand20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BertrandKBVGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhaskaraC0P20,
author = {Aditya Bhaskara and
Ashok Cutkosky and
Ravi Kumar and
Manish Purohit},
title = {Online Learning with Imperfect Hints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {822--831},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bhaskara20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BhaskaraC0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhattacharjeeC20,
author = {Robi Bhattacharjee and
Kamalika Chaudhuri},
title = {When are Non-Parametric Methods Robust?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {832--841},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bhattacharjee20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BhattacharjeeC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhattacharyyaK20,
author = {Chiranjib Bhattacharyya and
Ravindran Kannan},
title = {Near-optimal sample complexity bounds for learning Latent k-polytopes
and applications to Ad-Mixtures},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {854--863},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bhattacharyya20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BhattacharyyaK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BhojanapalliYRR20,
author = {Srinadh Bhojanapalli and
Chulhee Yun and
Ankit Singh Rawat and
Sashank J. Reddi and
Sanjiv Kumar},
title = {Low-Rank Bottleneck in Multi-head Attention Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {864--873},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bhojanapalli20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BhojanapalliYRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianchiGA20,
author = {Filippo Maria Bianchi and
Daniele Grattarola and
Cesare Alippi},
title = {Spectral Clustering with Graph Neural Networks for Graph Pooling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {874--883},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bianchi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BianchiGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BicaAS20,
author = {Ioana Bica and
Ahmed M. Alaa and
Mihaela van der Schaar},
title = {Time Series Deconfounder: Estimating Treatment Effects over Time in
the Presence of Hidden Confounders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {884--895},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bica20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BicaAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BielikV20,
author = {Pavol Bielik and
Martin T. Vechev},
title = {Adversarial Robustness for Code},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {896--907},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bielik20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BielikV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BierkensGKR20,
author = {Joris Bierkens and
Sebastiano Grazzi and
Kengo Kamatani and
Gareth Roberts},
title = {The Boomerang Sampler},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {908--918},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bierkens20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BierkensGKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BilodeauF020,
author = {Blair L. Bilodeau and
Dylan J. Foster and
Daniel M. Roy},
title = {Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {919--929},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bilodeau20a.html},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BilodeauF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BistritzBLB20,
author = {Ilai Bistritz and
Tavor Z. Baharav and
Amir Leshem and
Nicholas Bambos},
title = {My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player
Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {930--940},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bistritz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BistritzBLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlancLT20,
author = {Guy Blanc and
Jane Lange and
Li{-}Yang Tan},
title = {Provable guarantees for decision tree induction: the agnostic setting},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {941--949},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/blanc20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BlancLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlondelTBD20,
author = {Mathieu Blondel and
Olivier Teboul and
Quentin Berthet and
Josip Djolonga},
title = {Fast Differentiable Sorting and Ranking},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {950--959},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/blondel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BlondelTBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlumenfeldGS20,
author = {Yaniv Blumenfeld and
Dar Gilboa and
Daniel Soudry},
title = {Beyond Signal Propagation: Is Feature Diversity Necessary in Deep
Neural Network Initialization?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {960--969},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/blumenfeld20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BlumenfeldGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodinKKDCE20,
author = {Erik Bodin and
Markus Kaiser and
Ieva Kazlauskaite and
Zhenwen Dai and
Neill W. Campbell and
Carl Henrik Ek},
title = {Modulating Surrogates for Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {970--979},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bodin20a.html},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodinKKDCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoehmerKW20,
author = {Wendelin Boehmer and
Vitaly Kurin and
Shimon Whiteson},
title = {Deep Coordination Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {980--991},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/boehmer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BoehmerKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BogatskiyAORMK20,
author = {Alexander Bogatskiy and
Brandon M. Anderson and
Jan T. Offermann and
Marwah Roussi and
David W. Miller and
Risi Kondor},
title = {Lorentz Group Equivariant Neural Network for Particle Physics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {992--1002},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bogatskiy20a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BogatskiyAORMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojchevskiKG20,
author = {Aleksandar Bojchevski and
Johannes Klicpera and
Stephan G{\"{u}}nnemann},
title = {Efficient Robustness Certificates for Discrete Data: Sparsity-Aware
Randomized Smoothing for Graphs, Images and More},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1003--1013},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bojchevski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BojchevskiKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Boopathy0ZLCCD20,
author = {Akhilan Boopathy and
Sijia Liu and
Gaoyuan Zhang and
Cynthia Liu and
Pin{-}Yu Chen and
Shiyu Chang and
Luca Daniel},
title = {Proper Network Interpretability Helps Adversarial Robustness in Classification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1014--1023},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/boopathy20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Boopathy0ZLCCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BordelonCP20,
author = {Blake Bordelon and
Abdulkadir Canatar and
Cengiz Pehlevan},
title = {Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural
Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1024--1034},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bordelon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BordelonCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BornscheinVO20,
author = {J{\"{o}}rg Bornschein and
Francesco Visin and
Simon Osindero},
title = {Small Data, Big Decisions: Model Selection in the Small-Data Regime},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1035--1044},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bornschein20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BornscheinVO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoseSLPH20,
author = {Avishek Joey Bose and
Ariella Smofsky and
Renjie Liao and
Prakash Panangaden and
William L. Hamilton},
title = {Latent Variable Modelling with Hyperbolic Normalizing Flows},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1045--1055},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bose20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BoseSLPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BourelMT20,
author = {Hippolyte Bourel and
Odalric Maillard and
Mohammad Sadegh Talebi},
title = {Tightening Exploration in Upper Confidence Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1056--1066},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bourel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BourelMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BowerB20,
author = {Amanda Bower and
Laura Balzano},
title = {Preference Modeling with Context-Dependent Salient Features},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1067--1077},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bower20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BowerB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrasSBZPSC20,
author = {Ronan Le Bras and
Swabha Swayamdipta and
Chandra Bhagavatula and
Rowan Zellers and
Matthew E. Peters and
Ashish Sabharwal and
Yejin Choi},
title = {Adversarial Filters of Dataset Biases},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1078--1088},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bras20a.html},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrasSBZPSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BravermanCKNZZ20,
author = {Mark Braverman and
Xinyi Chen and
Sham M. Kakade and
Karthik Narasimhan and
Cyril Zhang and
Yi Zhang},
title = {Calibration, Entropy Rates, and Memory in Language Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1089--1099},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/braverman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BravermanCKNZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BravermanK0S20,
author = {Vladimir Braverman and
Robert Krauthgamer and
Aditya Krishnan and
Roi Sinoff},
title = {Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1100--1110},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/braverman20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BravermanK0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrekelmansMWSG20,
author = {Rob Brekelmans and
Vaden Masrani and
Frank Wood and
Greg Ver Steeg and
Aram Galstyan},
title = {All in the Exponential Family: Bregman Duality in Thermodynamic Variational
Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1111--1122},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/brekelmans20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrekelmansMWSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrennanVJ20,
author = {Jennifer Brennan and
Ramya Korlakai Vinayak and
Kevin Jamieson},
title = {Estimating the Number and Effect Sizes of Non-null Hypotheses},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1123--1133},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/brennan20a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BrennanVJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BreuerBS20,
author = {Adam Breuer and
Eric Balkanski and
Yaron Singer},
title = {The {FAST} Algorithm for Submodular Maximization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1134--1143},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/breuer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BreuerBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Brockschmidt20,
author = {Marc Brockschmidt},
title = {GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1144--1152},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/brockschmidt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Brockschmidt20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bronskill0RNT20,
author = {John Bronskill and
Jonathan Gordon and
James Requeima and
Sebastian Nowozin and
Richard E. Turner},
title = {TaskNorm: Rethinking Batch Normalization for Meta-Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1153--1164},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bronskill20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Bronskill0RNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrownCSN20,
author = {Daniel S. Brown and
Russell Coleman and
Ravi Srinivasan and
Scott Niekum},
title = {Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1165--1177},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/brown20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrownCSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BrubachCDKST20,
author = {Brian Brubach and
Darshan Chakrabarti and
John P. Dickerson and
Samir Khuller and
Aravind Srinivasan and
Leonidas Tsepenekas},
title = {A Pairwise Fair and Community-preserving Approach to k-Center Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1178--1189},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/brubach20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BrubachCDKST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BruinsmaPTHST20,
author = {Wessel P. Bruinsma and
Eric Perim and
William Tebbutt and
J. Scott Hosking and
Arno Solin and
Richard E. Turner},
title = {Scalable Exact Inference in Multi-Output Gaussian Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1190--1201},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bruinsma20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BruinsmaPTHST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuSX20,
author = {Jinzhi Bu and
David Simchi{-}Levi and
Yunzong Xu},
title = {Online Pricing with Offline Data: Phase Transition and Inverse Square
Law},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1202--1210},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BuSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuhaiHKRS20,
author = {Rares{-}Darius Buhai and
Yoni Halpern and
Yoon Kim and
Andrej Risteski and
David A. Sontag},
title = {Empirical Study of the Benefits of Overparameterization in Learning
Latent Variable Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1211--1219},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/buhai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BuhaiHKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuylB20,
author = {Maarten Buyl and
Tijl De Bie},
title = {DeBayes: a Bayesian Method for Debiasing Network Embeddings},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1220--1229},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/buyl20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BuylB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CabannesRB20,
author = {Vivien Cabannes and
Alessandro Rudi and
Francis R. Bach},
title = {Structured Prediction with Partial Labelling through the Infimum Loss},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1230--1239},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cabannnes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CabannesRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CacciaBCP20,
author = {Lucas Caccia and
Eugene Belilovsky and
Massimo Caccia and
Joelle Pineau},
title = {Online Learned Continual Compression with Adaptive Quantization Modules},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1240--1250},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/caccia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CacciaBCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiHYL20,
author = {Yuchao Cai and
Hanyuan Hang and
Hanfang Yang and
Zhouchen Lin},
title = {Boosted Histogram Transform for Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1251--1261},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiHYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiLS20,
author = {Hengrui Cai and
Wenbin Lu and
Rui Song},
title = {On Validation and Planning of An Optimal Decision Rule with Application
in Healthcare Studies},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1262--1270},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cai20b.html},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiP020,
author = {Changxiao Cai and
H. Vincent Poor and
Yuxin Chen},
title = {Uncertainty quantification for nonconvex tensor completion: Confidence
intervals, heteroscedasticity and optimality},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1271--1282},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cai20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiP020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiYJW20,
author = {Qi Cai and
Zhuoran Yang and
Chi Jin and
Zhaoran Wang},
title = {Provably Efficient Exploration in Policy Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1283--1294},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cai20d.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiYJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CalandrielloCLV20,
author = {Daniele Calandriello and
Luigi Carratino and
Alessandro Lazaric and
Michal Valko and
Lorenzo Rosasco},
title = {Near-linear time Gaussian process optimization with adaptive batching
and resparsification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1295--1305},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/calandriello20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CalandrielloCLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CalderCTS20,
author = {Jeff Calder and
Brendan Cook and
Matthew Thorpe and
Dejan Slepcev},
title = {Poisson Learning: Graph Based Semi-Supervised Learning At Very Low
Label Rates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1306--1316},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/calder20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CalderCTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CamposTXSGT20,
author = {Victor Campos and
Alexander Trott and
Caiming Xiong and
Richard Socher and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Jordi Torres},
title = {Explore, Discover and Learn: Unsupervised Discovery of State-Covering
Skills},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1317--1327},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/campos20a.html},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CamposTXSGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CasselCK20,
author = {Asaf B. Cassel and
Alon Cohen and
Tomer Koren},
title = {Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1328--1337},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cassel20a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CasselCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CauwetCDLRRTTU20,
author = {Marie{-}Liesse Cauwet and
Camille Couprie and
Julien Dehos and
Pauline Luc and
J{\'{e}}r{\'{e}}my Rapin and
Morgane Rivi{\`{e}}re and
Fabien Teytaud and
Olivier Teytaud and
Nicolas Usunier},
title = {Fully Parallel Hyperparameter Search: Reshaped Space-Filling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1338--1348},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cauwet20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CauwetCDLRRTTU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CelisKV20,
author = {L. Elisa Celis and
Vijay Keswani and
Nisheeth K. Vishnoi},
title = {Data preprocessing to mitigate bias: {A} maximum entropy based approach},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1349--1359},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/celis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CelisKV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CellaLP20,
author = {Leonardo Cella and
Alessandro Lazaric and
Massimiliano Pontil},
title = {Meta-learning with Stochastic Linear Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1360--1370},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cella20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CellaLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaiWHWL20,
author = {Duo Chai and
Wei Wu and
Qinghong Han and
Fei Wu and
Jiwei Li},
title = {Description Based Text Classification with Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1371--1382},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chai20a.html},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChaiWHWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChalasaniC00J20,
author = {Prasad Chalasani and
Jiefeng Chen and
Amrita Roy Chowdhury and
Xi Wu and
Somesh Jha},
title = {Concise Explanations of Neural Networks using Adversarial Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1383--1391},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chalasani20a.html},
timestamp = {Sun, 16 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChalasaniC00J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChanAQS20,
author = {Alex J. Chan and
Ahmed M. Alaa and
Zhaozhi Qian and
Mihaela van der Schaar},
title = {Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate
Shift},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1392--1402},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChanAQS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChanSH0J20,
author = {William Chan and
Chitwan Saharia and
Geoffrey E. Hinton and
Mohammad Norouzi and
Navdeep Jaitly},
title = {Imputer: Sequence Modelling via Imputation and Dynamic Programming},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1403--1413},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChanSH0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChandakTSWMT20,
author = {Yash Chandak and
Georgios Theocharous and
Shiv Shankar and
Martha White and
Sridhar Mahadevan and
Philip S. Thomas},
title = {Optimizing for the Future in Non-Stationary MDPs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1414--1425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chandak20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChandakTSWMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangC20,
author = {Kai{-}Hung Chang and
Chin{-}Yi Cheng},
title = {Learning to Simulate and Design for Structural Engineering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1426--1436},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChangC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangZYJ20,
author = {Shiyu Chang and
Yang Zhang and
Mo Yu and
Tommi S. Jaakkola},
title = {Invariant Rationalization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1448--1458},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chang20c.html},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangZYJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChatterjeeM20,
author = {Satrajit Chatterjee and
Alan Mishchenko},
title = {Circuit-Based Intrinsic Methods to Detect Overfitting},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1459--1468},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chatterjee20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChatterjeeM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChatziafratisNP20,
author = {Vaggos Chatziafratis and
Sai Ganesh Nagarajan and
Ioannis Panageas},
title = {Better depth-width trade-offs for neural networks through the lens
of dynamical systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1469--1478},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chatziafratis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChatziafratisNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaudharySG20,
author = {Yatin Chaudhary and
Hinrich Sch{\"{u}}tze and
Pankaj Gupta},
title = {Explainable and Discourse Topic-aware Neural Language Understanding},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1479--1488},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chaudhary20a.html},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChaudharySG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChauhanAL20,
author = {Lakshay Chauhan and
John Alberg and
Zachary C. Lipton},
title = {Uncertainty-Aware Lookahead Factor Models for Quantitative Investing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1489--1499},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chauhan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChauhanAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenBZAGG20,
author = {Di Chen and
Yiwei Bai and
Wenting Zhao and
Sebastian Ament and
John M. Gregoire and
Carla P. Gomes},
title = {Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint
Reasoning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1500--1509},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20a.html},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenBZAGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenCCYG0W20,
author = {Xuxi Chen and
Wuyang Chen and
Tianlong Chen and
Ye Yuan and
Chen Gong and
Kewei Chen and
Zhangyang Wang},
title = {Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1510--1519},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20b.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenCCYG0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenD0GS20,
author = {Xinshi Chen and
Hanjun Dai and
Yu Li and
Xin Gao and
Le Song},
title = {Learning To Stop While Learning To Predict},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1520--1530},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20c.html},
timestamp = {Fri, 15 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenD0GS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenDHZ20,
author = {Wei Chen and
Yihan Du and
Longbo Huang and
Haoyu Zhao},
title = {Combinatorial Pure Exploration for Dueling Bandit},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1531--1541},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20d.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenDHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenG0LC020,
author = {Liqun Chen and
Zhe Gan and
Yu Cheng and
Linjie Li and
Lawrence Carin and
Jingjing Liu},
title = {Graph Optimal Transport for Cross-Domain Alignment},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1542--1553},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20e.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenG0LC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenH20,
author = {Xiangning Chen and
Cho{-}Jui Hsieh},
title = {Stabilizing Differentiable Architecture Search via Perturbation-based
Regularization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1554--1565},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenHPSFG20,
author = {Kezhen Chen and
Qiuyuan Huang and
Hamid Palangi and
Paul Smolensky and
Kenneth D. Forbus and
Jianfeng Gao},
title = {Mapping natural-language problems to formal-language solutions using
structured neural representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1566--1575},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20g.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenHPSFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenJM20,
author = {Dexiong Chen and
Laurent Jacob and
Julien Mairal},
title = {Convolutional Kernel Networks for Graph-Structured Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1576--1586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenK0H20,
author = {Ting Chen and
Simon Kornblith and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {A Simple Framework for Contrastive Learning of Visual Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1597--1607},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenK0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenKFBS20,
author = {Nutan Chen and
Alexej Klushyn and
Francesco Ferroni and
Justin Bayer and
Patrick van der Smagt},
title = {Learning Flat Latent Manifolds with VAEs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1587--1596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20i.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenKFBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenL20,
author = {Jessie X. T. Chen and
Miles E. Lopes},
title = {Estimating the Error of Randomized Newton Methods: {A} Bootstrap Approach},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1649--1659},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20o.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLDS20,
author = {Binghong Chen and
Chengtao Li and
Hanjun Dai and
Le Song},
title = {Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1608--1616},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20k.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenLDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLS20,
author = {Ting Chen and
Lala Li and
Yizhou Sun},
title = {Differentiable Product Quantization for End-to-End Embedding Compression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1617--1626},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20l.html},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLYKSGA20,
author = {Beidi Chen and
Weiyang Liu and
Zhiding Yu and
Jan Kautz and
Anshumali Shrivastava and
Animesh Garg and
Animashree Anandkumar},
title = {Angular Visual Hardness},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1637--1648},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenLYKSGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenMZK20,
author = {Lin Chen and
Yifei Min and
Mingrui Zhang and
Amin Karbasi},
title = {More Data Can Expand The Generalization Gap Between Adversarially
Robust and Standard Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1670--1680},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20q.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenMZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenOL20,
author = {Yuwen Chen and
Antonio Orvieto and
Aur{\'{e}}lien Lucchi},
title = {An Accelerated {DFO} Algorithm for Finite-sum Convex Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1681--1690},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20r.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenRC0JLS20,
author = {Mark Chen and
Alec Radford and
Rewon Child and
Jeffrey Wu and
Heewoo Jun and
David Luan and
Ilya Sutskever},
title = {Generative Pretraining From Pixels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1691--1703},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20s.html},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenRC0JLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSK20,
author = {John Chen and
Vatsal Shah and
Anastasios Kyrillidis},
title = {Negative Sampling in Semi-Supervised learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1704--1714},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20t.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenWHDL20,
author = {Ming Chen and
Zhewei Wei and
Zengfeng Huang and
Bolin Ding and
Yaliang Li},
title = {Simple and Deep Graph Convolutional Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1725--1735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20v.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenWHDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenXZ20,
author = {Yanzhi Chen and
Renjie Xie and
Zhanxing Zhu},
title = {On Breaking Deep Generative Model-based Defenses and Beyond},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1736--1745},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20w.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYWA20,
author = {Wuyang Chen and
Zhiding Yu and
Zhangyang Wang and
Animashree Anandkumar},
title = {Automated Synthetic-to-Real Generalization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1746--1756},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20x.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenYWA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenZZYCW20,
author = {Xiaoyu Chen and
Kai Zheng and
Zixin Zhou and
Yunchang Yang and
Wei Chen and
Liwei Wang},
title = {(Locally) Differentially Private Combinatorial Semi-Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1757--1767},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20y.html},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenZZYCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengHDLGC20,
author = {Pengyu Cheng and
Weituo Hao and
Shuyang Dai and
Jiachang Liu and
Zhe Gan and
Lawrence Carin},
title = {{CLUB:} {A} Contrastive Log-ratio Upper Bound of Mutual Information},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1779--1788},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20b.html},
timestamp = {Mon, 21 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengHDLGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengLRT20,
author = {Jiacheng Cheng and
Tongliang Liu and
Kotagiri Ramamohanarao and
Dacheng Tao},
title = {Learning with Bounded Instance and Label-dependent Label Noise},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1789--1799},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20c.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengLRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengQC20,
author = {Ching{-}Wei Cheng and
Xingye Qiao and
Guang Cheng},
title = {Mutual Transfer Learning for Massive Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1800--1809},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChengQC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengYBJ20,
author = {Xiang Cheng and
Dong Yin and
Peter L. Bartlett and
Michael I. Jordan},
title = {Stochastic Gradient and Langevin Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1810--1819},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheng20e.html},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengYBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CherianA20,
author = {Anoop Cherian and
Shuchin Aeron},
title = {Representation Learning via Adversarially-Contrastive Optimal Transport},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1820--1830},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cherian20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CherianA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cherief-Abdellatif20,
author = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif},
title = {Convergence Rates of Variational Inference in Sparse Deep Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1831--1842},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cherief-abdellatif20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Cherief-Abdellatif20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CheungSZ20,
author = {Wang Chi Cheung and
David Simchi{-}Levi and
Ruihao Zhu},
title = {Reinforcement Learning for Non-Stationary Markov Decision Processes:
The Blessing of (More) Optimism},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1843--1854},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cheung20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CheungSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chhaya0S20,
author = {Rachit Chhaya and
Anirban Dasgupta and
Supratim Shit},
title = {On Coresets for Regularized Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1866--1876},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chhaya20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Chhaya0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChhayaC0S20,
author = {Rachit Chhaya and
Jayesh Choudhari and
Anirban Dasgupta and
Supratim Shit},
title = {Streaming Coresets for Symmetric Tensor Factorization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1855--1865},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chhaya20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChhayaC0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChiplunkarKR20,
author = {Ashish Chiplunkar and
Sagar Sudhir Kale and
Sivaramakrishnan Natarajan Ramamoorthy},
title = {How to Solve Fair k-Center in Massive Data Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1877--1886},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chiplunkar20a.html},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChiplunkarKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiGSSE20,
author = {Kristy Choi and
Aditya Grover and
Trisha Singh and
Rui Shu and
Stefano Ermon},
title = {Fair Generative Modeling via Weak Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1887--1898},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChoiGSSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoiHSDE20,
author = {Kristy Choi and
Curtis Hawthorne and
Ian Simon and
Monica Dinculescu and
Jesse H. Engel},
title = {Encoding Musical Style with Transformer Autoencoders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1899--1908},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choi20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChoiHSDE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChooGPR20,
author = {Davin Choo and
Christoph Grunau and
Julian Portmann and
V{\'{a}}clav Rozhon},
title = {k-means++: few more steps yield constant approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1909--1917},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choo20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChooGPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoromanskiCDLN20,
author = {Krzysztof Choromanski and
David Cheikhi and
Jared Davis and
Valerii Likhosherstov and
Achille Nazaret and
Achraf Bahamou and
Xingyou Song and
Mrugank Akarte and
Jack Parker{-}Holder and
Jacob Bergquist and
Yuan Gao and
Aldo Pacchiano and
Tam{\'{a}}s Sarl{\'{o}}s and
Adrian Weller and
Vikas Sindhwani},
title = {Stochastic Flows and Geometric Optimization on the Orthogonal Group},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1918--1928},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/choromanski20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoromanskiCDLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chou0LS20,
author = {Yu{-}Ting Chou and
Gang Niu and
Hsuan{-}Tien Lin and
Masashi Sugiyama},
title = {Unbiased Risk Estimators Can Mislead: {A} Case Study of Learning with
Complementary Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1929--1938},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Chou0LS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChrysakisM20,
author = {Aristotelis Chrysakis and
Marie{-}Francine Moens},
title = {Online Continual Learning from Imbalanced Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1952--1961},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chrysakis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChrysakisM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuLWWYGT20,
author = {Xu Chu and
Yang Lin and
Yasha Wang and
Xiting Wang and
Hailong Yu and
Xin Gao and
Qi Tong},
title = {Distance Metric Learning with Joint Representation Diversification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1962--1973},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuLWWYGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuZST20,
author = {Dejun Chu and
Changshui Zhang and
Shiliang Sun and
Qing Tao},
title = {Semismooth Newton Algorithm for Efficient Projections onto {\(\mathscr{l}\)}\({}_{\mbox{1,
{\(\infty\)}}}\)-norm Ball},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1974--1983},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuZST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chuang0J20,
author = {Ching{-}Yao Chuang and
Antonio Torralba and
Stefanie Jegelka},
title = {Estimating Generalization under Distribution Shifts via Domain-Invariant
Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1984--1994},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chuang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Chuang0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChumbalovMG20,
author = {Daniyar Chumbalov and
Lucas Maystre and
Matthias Grossglauser},
title = {Scalable and Efficient Comparison-based Search without Features},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1995--2005},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chumbalov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChumbalovMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChungPKK20,
author = {Inseop Chung and
Seonguk Park and
Jangho Kim and
Nojun Kwak},
title = {Feature-map-level Online Adversarial Knowledge Distillation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2006--2015},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chung20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChungPKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CicaleseFLM20,
author = {Ferdinando Cicalese and
Sergio Filho and
Eduardo Sany Laber and
Marco Molinaro},
title = {Teaching with Limited Information on the Learner's Behaviour},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2016--2026},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cicalese20a.html},
timestamp = {Sat, 05 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CicaleseFLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CilingirMK20,
author = {Hatice Kubra Cilingir and
Rachel Manzelli and
Brian Kulis},
title = {Deep Divergence Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2027--2037},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cilingir20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CilingirMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ClaiciYG020,
author = {Sebastian Claici and
Mikhail Yurochkin and
Soumya Ghosh and
Justin Solomon},
title = {Model Fusion with Kullback-Leibler Divergence},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2038--2047},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/claici20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ClaiciYG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CobbeHHS20,
author = {Karl Cobbe and
Christopher Hesse and
Jacob Hilton and
John Schulman},
title = {Leveraging Procedural Generation to Benchmark Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2048--2056},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cobbe20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CobbeHHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cohen-AddadSL20,
author = {Vincent Cohen{-}Addad and
{Karthik {C. S.}} and
Guillaume Lagarde},
title = {On Efficient Low Distortion Ultrametric Embedding},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2078--2088},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cohen-addad20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Cohen-AddadSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenGP20,
author = {Edith Cohen and
Ofir Geri and
Rasmus Pagh},
title = {Composable Sketches for Functions of Frequencies: Beyond the Worst
Case},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2057--2067},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cohen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CohenGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenMMD20,
author = {Samuel Cohen and
Rendani Mbuvha and
Tshilidzi Marwala and
Marc Peter Deisenroth},
title = {Healing Products of Gaussian Process Experts},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2068--2077},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cohen20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CohenMMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ColemanBS20,
author = {Benjamin Coleman and
Richard G. Baraniuk and
Anshumali Shrivastava},
title = {Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2089--2099},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/coleman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ColemanBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CollobertHS20,
author = {Ronan Collobert and
Awni Y. Hannun and
Gabriel Synnaeve},
title = {Word-Level Speech Recognition With a Letter to Word Encoder},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2100--2110},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/collobert20a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CollobertHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CombettesP20,
author = {Cyrille W. Combettes and
Sebastian Pokutta},
title = {Boosting Frank-Wolfe by Chasing Gradients},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2111--2121},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/combettes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CombettesP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ConitzerPZ20,
author = {Vincent Conitzer and
Debmalya Panigrahi and
Hanrui Zhang},
title = {Learning Opinions in Social Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2122--2132},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/conitzer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ConitzerPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CornishCDD20,
author = {Robert Cornish and
Anthony L. Caterini and
George Deligiannidis and
Arnaud Doucet},
title = {Relaxing Bijectivity Constraints with Continuously Indexed Normalising
Flows},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2133--2143},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cornish20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CornishCDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMZ20,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
title = {Adaptive Region-Based Active Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2144--2153},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cortes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMZ20a,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
title = {Online Learning with Dependent Stochastic Feedback Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2154--2163},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cortes20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMZ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CosentinoA20,
author = {Romain Cosentino and
Behnaam Aazhang},
title = {Learnable Group Transform For Time-Series},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2164--2173},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cosentino20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CosentinoA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CraneR20,
author = {Rixon Crane and
Fred Roosta},
title = {{DINO:} Distributed Newton-Type Optimization Method},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2174--2184},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/crane20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CraneR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CreagerMPZ20,
author = {Elliot Creager and
David Madras and
Toniann Pitassi and
Richard S. Zemel},
title = {Causal Modeling for Fairness In Dynamical Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2185--2195},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/creager20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CreagerMPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Croce020,
author = {Francesco Croce and
Matthias Hein},
title = {Minimally distorted Adversarial Examples with a Fast Adaptive Boundary
Attack},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2196--2205},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/croce20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Croce020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Croce020a,
author = {Francesco Croce and
Matthias Hein},
title = {Reliable evaluation of adversarial robustness with an ensemble of
diverse parameter-free attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2206--2216},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/croce20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Croce020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CroissantAC20,
author = {Lorenzo Croissant and
Marc Abeille and
Cl{\'{e}}ment Calauz{\`{e}}nes},
title = {Real-Time Optimisation for Online Learning in Auctions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2217--2226},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/croissant20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CroissantAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CummingsKLZ20,
author = {Rachel Cummings and
Sara Krehbiel and
Yuliia Lut and
Wanrong Zhang},
title = {Privately detecting changes in unknown distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2227--2237},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cummings20a.html},
timestamp = {Wed, 28 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CummingsKLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CurtisXAFY20,
author = {Aidan Curtis and
Minjian Xin and
Dilip Arumugam and
Kevin T. Feigelis and
Daniel Yamins},
title = {Flexible and Efficient Long-Range Planning Through Curious Exploration},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2238--2249},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/curtis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CurtisXAFY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cutkosky20,
author = {Ashok Cutkosky},
title = {Parameter-free, Dynamic, and Strongly-Adaptive Online Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2250--2259},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cutkosky20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cutkosky20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CutkoskyM20,
author = {Ashok Cutkosky and
Harsh Mehta},
title = {Momentum Improves Normalized {SGD}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2260--2268},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cutkosky20b.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CutkoskyM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuturiTNV20,
author = {Marco Cuturi and
Olivier Teboul and
Jonathan Niles{-}Weed and
Jean{-}Philippe Vert},
title = {Supervised Quantile Normalization for Low Rank Matrix Factorization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2269--2279},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cuturi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CuturiTNV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Dai0W20,
author = {Bin Dai and
Ziyu Wang and
David P. Wipf},
title = {The Usual Suspects? Reassessing Blame for {VAE} Posterior Collapse},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2313--2322},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dai20c.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Dai0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiCLJH20,
author = {Zhongxiang Dai and
Yizhou Chen and
Bryan Kian Hsiang Low and
Patrick Jaillet and
Teck{-}Hua Ho},
title = {{R2-B2:} Recursive Reasoning-Based Bayesian Optimization for No-Regret
Learning in Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2291--2301},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DaiCLJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiNLDS20,
author = {Hanjun Dai and
Azade Nazi and
Yujia Li and
Bo Dai and
Dale Schuurmans},
title = {Scalable Deep Generative Modeling for Sparse Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2302--2312},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dai20b.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaiNLDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DalmassoIL20,
author = {Niccol{\`{o}} Dalmasso and
Rafael Izbicki and
Ann B. Lee},
title = {Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference
Setting},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2323--2334},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dalmasso20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DalmassoIL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DanB20,
author = {Soham Dan and
Bhaswar B. Bhattacharya},
title = {Goodness-of-Fit Tests for Inhomogeneous Random Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2335--2344},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DanB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Dang-Nhu0BV20,
author = {Rapha{\"{e}}l Dang{-}Nhu and
Gagandeep Singh and
Pavol Bielik and
Martin T. Vechev},
title = {Adversarial Attacks on Probabilistic Autoregressive Forecasting Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2356--2365},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dang-nhu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Dang-Nhu0BV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DarMLB20,
author = {Yehuda Dar and
Paul M. Mayer and
Lorenzo Luzi and
Richard G. Baraniuk},
title = {Subspace Fitting Meets Regression: The Effects of Supervision and
Orthonormality Constraints on Double Descent of Generalization Errors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2366--2375},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dar20a.html},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DarMLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasCMRSAHACWH20,
author = {Abhishek Das and
Federico Carnevale and
Hamza Merzic and
Laura Rimell and
Rosalia Schneider and
Josh Abramson and
Alden Hung and
Arun Ahuja and
Stephen Clark and
Greg Wayne and
Felix Hill},
title = {Probing Emergent Semantics in Predictive Agents via Question Answering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2376--2391},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/das20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DasCMRSAHACWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeBenedetto020,
author = {Justin DeBenedetto and
David Chiang},
title = {Representing Unordered Data Using Complex-Weighted Multiset Automata},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2412--2420},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/debenedetto20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DeBenedetto020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DecarolisREWH20,
author = {Chris Decarolis and
Mukul Ram and
Seyed Esmaeili and
Yu{-}Xiang Wang and
Furong Huang},
title = {An end-to-end Differentially Private Latent Dirichlet Allocation Using
a Spectral Algorithm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2421--2431},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/decarolis20a.html},
timestamp = {Tue, 28 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DecarolisREWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DegenneMSV20,
author = {R{\'{e}}my Degenne and
Pierre M{\'{e}}nard and
Xuedong Shang and
Michal Valko},
title = {Gamification of Pure Exploration for Linear Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2432--2442},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/degenne20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DegenneMSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DegenneSK20,
author = {R{\'{e}}my Degenne and
Han Shao and
Wouter M. Koolen},
title = {Structure Adaptive Algorithms for Stochastic Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2443--2452},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/degenne20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DegenneSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DelbridgeBW20,
author = {Ian A. Delbridge and
David Bindel and
Andrew Gordon Wilson},
title = {Randomly Projected Additive Gaussian Processes for Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2453--2463},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/delbridge20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DelbridgeBW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengDWZ20,
author = {Zhun Deng and
Cynthia Dwork and
Jialiang Wang and
Linjun Zhang},
title = {Interpreting Robust Optimization via Adversarial Influence Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2464--2473},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DengDWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengFGLL20,
author = {Wei Deng and
Qi Feng and
Liyao Gao and
Faming Liang and
Guang Lin},
title = {Non-convex Learning via Replica Exchange Stochastic Gradient {MCMC}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2474--2483},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20b.html},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengFGLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengHHS20,
author = {Zhun Deng and
Hangfeng He and
Jiaoyang Huang and
Weijie J. Su},
title = {Towards Understanding the Dynamics of the First-Order Adversaries},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2484--2493},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20c.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengHHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengLM20,
author = {Yuan Deng and
S{\'{e}}bastien Lahaie and
Vahab S. Mirrokni},
title = {Robust Pricing in Dynamic Mechanism Design},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2494--2503},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DengLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DhouibRKES20,
author = {Sofien Dhouib and
Ievgen Redko and
Tanguy Kerdoncuff and
R{\'{e}}mi Emonet and
Marc Sebban},
title = {A Swiss Army Knife for Minimax Optimal Transport},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2504--2513},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dhouib20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DhouibRKES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DhouibRL20,
author = {Sofien Dhouib and
Ievgen Redko and
Carole Lartizien},
title = {Margin-aware Adversarial Domain Adaptation with Optimal Transport},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2514--2524},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dhouib20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DhouibRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DhurandharSL20,
author = {Amit Dhurandhar and
Karthikeyan Shanmugam and
Ronny Luss},
title = {Enhancing Simple Models by Exploiting What They Already Know},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2525--2534},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dhurandhar20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DhurandharSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingFXY20,
author = {Lijun Ding and
Yingjie Fei and
Qiantong Xu and
Chengrun Yang},
title = {Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear
Convergence},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2535--2544},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ding20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DingFXY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingTS20,
author = {Liang Ding and
Rui Tuo and
Shahin Shahrampour},
title = {Generalization Guarantees for Sparse Kernel Approximation with Entropic
Optimal Features},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2545--2555},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ding20b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DingTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DingW20,
author = {Hu Ding and
Zixiu Wang},
title = {Layered Sampling for Robust Optimization Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2556--2566},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ding20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DingW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DjuricWV20,
author = {Nemanja Djuric and
Zhuang Wang and
Slobodan Vucetic},
title = {Growing Adaptive Multi-hyperplane Machines},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2567--2576},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/djuric20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DjuricWV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DoikovN20,
author = {Nikita Doikov and
Yurii E. Nesterov},
title = {Inexact Tensor Methods with Dynamic Accuracies},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2577--2586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/doikov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DoikovN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Domke20,
author = {Justin Domke},
title = {Provable Smoothness Guarantees for Black-Box Variational Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2587--2596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/domke20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Domke20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongD020,
author = {Jinshuo Dong and
David Durfee and
Ryan Rogers},
title = {Optimal Differential Privacy Composition for Exponential Mechanisms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2597--2606},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DongD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongLLS20,
author = {Chengyu Dong and
Liyuan Liu and
Zichao Li and
Jingbo Shang},
title = {Towards Adaptive Residual Network Training: {A} Neural-ODE Perspective},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2616--2626},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20c.html},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongLLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongLYFM20,
author = {Kefan Dong and
Yuping Luo and
Tianhe Yu and
Chelsea Finn and
Tengyu Ma},
title = {On the Expressivity of Neural Networks for Deep Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2627--2637},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20d.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongLYFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongLZ020,
author = {Kefan Dong and
Yingkai Li and
Qin Zhang and
Yuan Zhou},
title = {Multinomial Logit Bandit with Low Switching Cost},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2607--2615},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20b.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongLZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongS0B20,
author = {Zhe Dong and
Bryan A. Seybold and
Kevin Murphy and
Hung H. Bui},
title = {Collapsed Amortized Variational Inference for Switching Nonlinear
Dynamical Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2638--2647},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20e.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DongS0B20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DongZ20,
author = {Chaosheng Dong and
Bo Zeng},
title = {Expert Learning through Generalized Inverse Multiobjective Optimization:
Models, Insights, and Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2648--2657},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dong20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DongZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DroriS20,
author = {Yoel Drori and
Ohad Shamir},
title = {The Complexity of Finding Stationary Points with Stochastic Gradient
Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2658--2667},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/drori20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DroriS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Drutsa20,
author = {Alexey Drutsa},
title = {Optimal Non-parametric Learning in Repeated Contextual Auctions with
Strategic Buyer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2668--2677},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/drutsa20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Drutsa20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Drutsa20a,
author = {Alexey Drutsa},
title = {Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2678--2689},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/drutsa20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Drutsa20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanADTBNS20,
author = {Tony Duan and
Anand Avati and
Daisy Yi Ding and
Khanh K. Thai and
Sanjay Basu and
Andrew Y. Ng and
Alejandro Schuler},
title = {NGBoost: Natural Gradient Boosting for Probabilistic Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2690--2700},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20a.html},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuanADTBNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanJW20,
author = {Yaqi Duan and
Zeyu Jia and
Mengdi Wang},
title = {Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2701--2709},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuanJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanNTPG20,
author = {Haonan Duan and
Saeed Nejati and
George Trimponias and
Pascal Poupart and
Vijay Ganesh},
title = {Online Bayesian Moment Matching based {SAT} Solver Heuristics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2710--2719},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuanNTPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanRW20,
author = {Boyan Duan and
Aaditya Ramdas and
Larry A. Wasserman},
title = {Familywise Error Rate Control by Interactive Unmasking},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2720--2729},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuanRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DubeyP20,
author = {Abhimanyu Dubey and
Alex 'Sandy' Pentland},
title = {Cooperative Multi-Agent Bandits with Heavy Tails},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2730--2739},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dubey20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DubeyP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DubeyP20a,
author = {Abhimanyu Dubey and
Alex 'Sandy' Pentland},
title = {Kernel Methods for Cooperative Multi-Agent Contextual Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2740--2750},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dubey20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DubeyP20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuklerGM20,
author = {Yonatan Dukler and
Quanquan Gu and
Guido Mont{\'{u}}far},
title = {Optimization Theory for ReLU Neural Networks Trained with Normalization
Layers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2751--2760},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dukler20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuklerGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DupontMCSSS20,
author = {Emilien Dupont and
Miguel Bautista Martin and
Alex Colburn and
Aditya Sankar and
Josh M. Susskind and
Qi Shan},
title = {Equivariant Neural Rendering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2761--2770},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dupont20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DupontMCSSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Durkan0P20,
author = {Conor Durkan and
Iain Murray and
George Papamakarios},
title = {On Contrastive Learning for Likelihood-free Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2771--2781},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/durkan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Durkan0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DusenberryJWMSH20,
author = {Michael Dusenberry and
Ghassen Jerfel and
Yeming Wen and
Yi{-}An Ma and
Jasper Snoek and
Katherine A. Heller and
Balaji Lakshminarayanan and
Dustin Tran},
title = {Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2782--2792},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dusenberry20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DusenberryJWMSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DutordoirDH20,
author = {Vincent Dutordoir and
Nicolas Durrande and
James Hensman},
title = {Sparse Gaussian Processes with Spherical Harmonic Features},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2793--2802},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dutordoir20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DutordoirDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuttaWYC0V20,
author = {Sanghamitra Dutta and
Dennis Wei and
Hazar Yueksel and
Pin{-}Yu Chen and
Sijia Liu and
Kush R. Varshney},
title = {Is There a Trade-Off Between Fairness and Accuracy? {A} Perspective
Using Mismatched Hypothesis Testing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2803--2813},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dutta20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuttaWYC0V20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DvurechenskyOSS20,
author = {Pavel E. Dvurechensky and
Petr Ostroukhov and
Kamil Safin and
Shimrit Shtern and
Mathias Staudigl},
title = {Self-Concordant Analysis of Frank-Wolfe Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2814--2824},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dvurechensky20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DvurechenskyOSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EdwardsSLHJ0EMI20,
author = {Ashley D. Edwards and
Himanshu Sahni and
Rosanne Liu and
Jane Hung and
Ankit Jain and
Rui Wang and
Adrien Ecoffet and
Thomas Miconi and
Charles Isbell and
Jason Yosinski},
title = {Estimating Q(s,s') with Deep Deterministic Dynamics Gradients},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2825--2835},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/edwards20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EdwardsSLHJ0EMI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Eftekhari20,
author = {Armin Eftekhari},
title = {Training Linear Neural Networks: Non-Local Convergence and Complexity
Results},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2836--2847},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/eftekhari20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Eftekhari20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElmachtoubLM20,
author = {Adam N. Elmachtoub and
Jason Cheuk Nam Liang and
Ryan McNellis},
title = {Decision Trees for Decision-Making under the Predict-then-Optimize
Framework},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2858--2867},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/elmachtoub20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ElmachtoubLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElsayedRSK20,
author = {Gamaleldin F. Elsayed and
Prajit Ramachandran and
Jonathon Shlens and
Simon Kornblith},
title = {Revisiting Spatial Invariance with Low-Rank Local Connectivity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2868--2879},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/elsayed20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ElsayedRSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElthakebPMCE20,
author = {Ahmed Taha Elthakeb and
Prannoy Pilligundla and
Fatemeh Mireshghallah and
Alexander Cloninger and
Hadi Esmaeilzadeh},
title = {Divide and Conquer: Leveraging Intermediate Feature Representations
for Quantized Training of Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2880--2891},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/elthakeb20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ElthakebPMCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EmamiSPRF20,
author = {Melikasadat Emami and
Mojtaba Sahraee{-}Ardakan and
Parthe Pandit and
Sundeep Rangan and
Alyson K. Fletcher},
title = {Generalization Error of Generalized Linear Models in High Dimensions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2892--2901},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/emami20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EmamiSPRF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EneN20,
author = {Alina Ene and
Huy L. Nguyen},
title = {Parallel Algorithm for Non-Monotone DR-Submodular Maximization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2902--2911},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ene20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EneN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngelmannLK20,
author = {Nicolai Engelmann and
Dominik Linzner and
Heinz Koeppl},
title = {Continuous Time Bayesian Networks with Clocks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2912--2921},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/engelmann20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EngelmannLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngstromISTSM20,
author = {Logan Engstrom and
Andrew Ilyas and
Shibani Santurkar and
Dimitris Tsipras and
Jacob Steinhardt and
Aleksander Madry},
title = {Identifying Statistical Bias in Dataset Replication},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2922--2932},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/engstrom20a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EngstromISTSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EshraghiL20,
author = {Nima Eshraghi and
Ben Liang},
title = {Distributed Online Optimization over a Heterogeneous Network with
Any-Batch Mirror Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2933--2942},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/eshraghi20a.html},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EshraghiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EvciGMCE20,
author = {Utku Evci and
Trevor Gale and
Jacob Menick and
Pablo Samuel Castro and
Erich Elsen},
title = {Rigging the Lottery: Making All Tickets Winners},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2943--2952},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/evci20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/EvciGMCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FahrbachGPSW20,
author = {Matthew Fahrbach and
Gramoz Goranci and
Richard Peng and
Sushant Sachdeva and
Chi Wang},
title = {Faster Graph Embeddings via Coarsening},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2953--2963},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fahrbach20a.html},
timestamp = {Mon, 21 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FahrbachGPSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FajtlAMR20,
author = {Jiri Fajtl and
Vasileios Argyriou and
Dorothy Monekosso and
Paolo Remagnino},
title = {Latent Bernoulli Autoencoder},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2964--2974},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fajtl20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FajtlAMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FalahatgarOP20,
author = {Moein Falahatgar and
Alon Orlitsky and
Venkatadheeraj Pichapati},
title = {Optimal Sequential Maximization: One Interview is Enough!},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2975--2984},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/falahatgar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FalahatgarOP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanM0X20,
author = {Zhou Fan and
Cheng Mao and
Yihong Wu and
Jiaming Xu},
title = {Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm
and Theory},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2985--2995},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FanM0X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanYSW20,
author = {Xinjie Fan and
Yuguang Yue and
Purnamrita Sarkar and
Y. X. Rachel Wang},
title = {On hyperparameter tuning in general clustering problemsm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2996--3007},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fan20b.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FanYSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FangHPF20,
author = {Huang Fang and
Nick Harvey and
Victor S. Portella and
Michael P. Friedlander},
title = {Online mirror descent and dual averaging: keeping pace in the dynamic
case},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3008--3017},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FangHPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarinaKS20,
author = {Gabriele Farina and
Christian Kroer and
Tuomas Sandholm},
title = {Stochastic Regret Minimization in Extensive-Form Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3018--3028},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/farina20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FarinaKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarniaO20,
author = {Farzan Farnia and
Asuman E. Ozdaglar},
title = {Do GANs always have Nash equilibria?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3029--3039},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/farnia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FarniaO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FarquharGLWUS20,
author = {Gregory Farquhar and
Laura Gustafson and
Zeming Lin and
Shimon Whiteson and
Nicolas Usunier and
Gabriel Synnaeve},
title = {Growing Action Spaces},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3040--3051},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/farquhar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FarquharGLWUS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FauryACF20,
author = {Louis Faury and
Marc Abeille and
Cl{\'{e}}ment Calauz{\`{e}}nes and
Olivier Fercoq},
title = {Improved Optimistic Algorithms for Logistic Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3052--3060},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/faury20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FauryACF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FedusRABLRD20,
author = {William Fedus and
Prajit Ramachandran and
Rishabh Agarwal and
Yoshua Bengio and
Hugo Larochelle and
Mark Rowland and
Will Dabney},
title = {Revisiting Fundamentals of Experience Replay},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3061--3071},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fedus20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FedusRABLRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengK000S20,
author = {Lei Feng and
Takuo Kaneko and
Bo Han and
Gang Niu and
Bo An and
Masashi Sugiyama},
title = {Learning with Multiple Complementary Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3072--3081},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/feng20a.html},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengK000S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengKN20,
author = {Yiding Feng and
Ekaterina Khmelnitskaya and
Denis Nekipelov},
title = {Global Concavity and Optimization in a Class of Dynamic Discrete Choice
Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3082--3091},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/feng20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengKN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengRTL20,
author = {Yihao Feng and
Tongzheng Ren and
Ziyang Tang and
Qiang Liu},
title = {Accountable Off-Policy Evaluation With Kernel Bellman Statistics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3102--3111},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/feng20d.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FengRTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FernandezRXG20,
author = {Tamara Fernandez and
Nicolas Rivera and
Wenkai Xu and
Arthur Gretton},
title = {Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event
Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3112--3122},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fernandez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FernandezRXG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FerraginaLV20,
author = {Paolo Ferragina and
Fabrizio Lillo and
Giorgio Vinciguerra},
title = {Why Are Learned Indexes So Effective?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3123--3132},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ferragina20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FerraginaLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FiezCR20,
author = {Tanner Fiez and
Benjamin Chasnov and
Lillian J. Ratliff},
title = {Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization,
Convergence Analysis, and Empirical Study},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3133--3144},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fiez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FiezCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FilosTMRLG20,
author = {Angelos Filos and
Panagiotis Tigas and
Rowan McAllister and
Nicholas Rhinehart and
Sergey Levine and
Yarin Gal},
title = {Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution
Shifts?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3145--3153},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/filos20a.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FilosTMRLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FinlayJNO20,
author = {Chris Finlay and
J{\"{o}}rn{-}Henrik Jacobsen and
Levon Nurbekyan and
Adam M. Oberman},
title = {How to Train Your Neural {ODE:} the World of Jacobian and Kinetic
Regularization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3154--3164},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/finlay20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FinlayJNO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FinziSIW20,
author = {Marc Finzi and
Samuel Stanton and
Pavel Izmailov and
Andrew Gordon Wilson},
title = {Generalizing Convolutional Neural Networks for Equivariance to Lie
Groups on Arbitrary Continuous Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3165--3176},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/finzi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FinziSIW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FisherKM20,
author = {Dan Fisher and
Mark Kozdoba and
Shie Mannor},
title = {Topic Modeling via Full Dependence Mixtures},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3188--3198},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fisher20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FisherKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterR20,
author = {Dylan J. Foster and
Alexander Rakhlin},
title = {Beyond {UCB:} Optimal and Efficient Contextual Bandits with Regression
Oracles},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3199--3210},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/foster20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FosterR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FosterS20,
author = {Dylan J. Foster and
Max Simchowitz},
title = {Logarithmic Regret for Adversarial Online Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3211--3221},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/foster20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FosterS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Fountoulakis0Y20,
author = {Kimon Fountoulakis and
Di Wang and
Shenghao Yang},
title = {p-Norm Flow Diffusion for Local Graph Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3222--3232},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fountoulakis20a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Fountoulakis0Y20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FranceschiDCLG20,
author = {Jean{-}Yves Franceschi and
Edouard Delasalles and
Micka{\"{e}}l Chen and
Sylvain Lamprier and
Patrick Gallinari},
title = {Stochastic Latent Residual Video Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3233--3246},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/franceschi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FranceschiDCLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrankESFKH20,
author = {Joel Frank and
Thorsten Eisenhofer and
Lea Sch{\"{o}}nherr and
Asja Fischer and
Dorothea Kolossa and
Thorsten Holz},
title = {Leveraging Frequency Analysis for Deep Fake Image Recognition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3247--3258},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/frank20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FrankESFKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrankleD0C20,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {Linear Mode Connectivity and the Lottery Ticket Hypothesis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3259--3269},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/frankle20a.html},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FrankleD0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FreemanPPV20,
author = {Rupert Freeman and
David M. Pennock and
Chara Podimata and
Jennifer Wortman Vaughan},
title = {No-Regret and Incentive-Compatible Online Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3270--3279},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/freeman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FreemanPPV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuCSHFR20,
author = {Daniel Y. Fu and
Mayee F. Chen and
Frederic Sala and
Sarah M. Hooper and
Kayvon Fatahalian and
Christopher R{\'{e}}},
title = {Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3280--3291},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FuCSHFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuCWLLW20,
author = {Yonggan Fu and
Wuyang Chen and
Haotao Wang and
Haoran Li and
Yingyan Lin and
Zhangyang Wang},
title = {AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3292--3303},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FuCWLLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuHHJSZ020,
author = {Fangcheng Fu and
Yuzheng Hu and
Yihan He and
Jiawei Jiang and
Yingxia Shao and
Ce Zhang and
Bin Cui},
title = {Don't Waste Your Bits! Squeeze Activations and Gradients for Deep
Neural Networks via TinyScript},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3304--3314},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fu20c.html},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FuHHJSZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuLL0ZY20,
author = {Yanwei Fu and
Chen Liu and
Donghao Li and
Xinwei Sun and
Jinshan Zeng and
Yuan Yao},
title = {DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential
Inclusion Paths},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3315--3326},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fu20d.html},
timestamp = {Sun, 24 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FuLL0ZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Fujii20,
author = {Kaito Fujii},
title = {Approximation Guarantees of Local Search Algorithms via Localizability
of Set Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3327--3336},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/fujii20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Fujii20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FutamiSS20,
author = {Futoshi Futami and
Issei Sato and
Masashi Sugiyama},
title = {Accelerating the diffusion-based ensemble sampling by non-reversible
dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3337--3347},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/futami20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FutamiSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GainS20,
author = {Alex Gain and
Hava T. Siegelmann},
title = {Abstraction Mechanisms Predict Generalization in Deep Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3357--3366},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gain20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GainS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoC20,
author = {Yansong Gao and
Pratik Chaudhari},
title = {A Free-Energy Principle for Representation Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3367--3376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GaoC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoH20,
author = {Hongchang Gao and
Heng Huang},
title = {Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for
Non-Convex Problems?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3377--3386},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gao20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GaoH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GarberKL20,
author = {Dan Garber and
Gal Korcia and
Kfir Y. Levy},
title = {Online Convex Optimization in the Random Order Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3387--3396},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/garber20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GarberKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargBM20,
author = {Sankalp Garg and
Aniket Bajpai and
Mausam},
title = {Symbolic Network: Generalized Neural Policies for Relational MDPs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3397--3407},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/garg20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GargBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargJ20,
author = {Vikas K. Garg and
Tommi S. Jaakkola},
title = {Predicting deliberative outcomes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3408--3418},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/garg20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GargJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargJJ20,
author = {Vikas K. Garg and
Stefanie Jegelka and
Tommi S. Jaakkola},
title = {Generalization and Representational Limits of Graph Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3419--3430},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/garg20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GargJJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GengNMRS20,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares and
A. Max Reppen and
Ronnie Sircar},
title = {Deep {PQR:} Solving Inverse Reinforcement Learning using Anchor Actions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3431--3441},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/geng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GengNMRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Georgopoulos0PP20,
author = {Markos Georgopoulos and
Grigorios Chrysos and
Maja Pantic and
Yannis Panagakis},
title = {Multilinear Latent Conditioning for Generating Unseen Attribute Combinations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3442--3451},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/georgopoulos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Georgopoulos0PP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeraceLKMZ20,
author = {Federica Gerace and
Bruno Loureiro and
Florent Krzakala and
Marc M{\'{e}}zard and
Lenka Zdeborov{\'{a}}},
title = {Generalisation error in learning with random features and the hidden
manifold model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3452--3462},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gerace20a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GeraceLKMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GergatsouliLT20,
author = {Evangelia Gergatsouli and
Brendan Lucier and
Christos Tzamos},
title = {Black-Box Methods for Restoring Monotonicity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3463--3473},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gergatsouli20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GergatsouliLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhariS20,
author = {Pouya M. Ghari and
Yanning Shen},
title = {Online Multi-Kernel Learning with Graph-Structured Feedback},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3474--3483},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghari20a.html},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhariS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhasemiBT20,
author = {Mahsa Ghasemi and
Erdem Bulgur and
Ufuk Topcu},
title = {Task-Oriented Active Perception and Planning in Environments with
Partially Known Semantics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3484--3493},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghasemi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GhasemiBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhassamiYKZ20,
author = {AmirEmad Ghassami and
Alan Yang and
Negar Kiyavash and
Kun Zhang},
title = {Characterizing Distribution Equivalence and Structure Learning for
Cyclic and Acyclic Directed Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3494--3504},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghassami20a.html},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhassamiYKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ghazi0MP20,
author = {Badih Ghazi and
Ravi Kumar and
Pasin Manurangsi and
Rasmus Pagh},
title = {Private Counting from Anonymous Messages: Near-Optimal Accuracy with
Vanishing Communication Overhead},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3505--3514},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghazi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Ghazi0MP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhazvininejadKZ20,
author = {Marjan Ghazvininejad and
Vladimir Karpukhin and
Luke Zettlemoyer and
Omer Levy},
title = {Aligned Cross Entropy for Non-Autoregressive Machine Translation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3515--3523},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghazvininejad20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GhazvininejadKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhiassianP0GWW20,
author = {Sina Ghiassian and
Andrew Patterson and
Shivam Garg and
Dhawal Gupta and
Adam White and
Martha White},
title = {Gradient Temporal-Difference Learning with Regularized Corrections},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3524--3534},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghiassian20a.html},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhiassianP0GWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhorbaniK020,
author = {Amirata Ghorbani and
Michael P. Kim and
James Zou},
title = {A Distributional Framework For Data Valuation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3535--3544},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghorbani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GhorbaniK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhoshB20,
author = {Dibya Ghosh and
Marc G. Bellemare},
title = {Representations for Stable Off-Policy Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3556--3565},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghosh20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GhoshB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhoshBY20,
author = {Subhroshekhar Ghosh and
Krishnakumar Balasubramanian and
Xiaochuan Yang},
title = {Fractal Gaussian Networks: {A} sparse random graph model based on
Gaussian Multiplicative Chaos},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3545--3555},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ghosh20a.html},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GhoshBY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GittensAY20,
author = {Alex Gittens and
Kareem S. Aggour and
B{\"{u}}lent Yener},
title = {Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3566--3575},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gittens20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GittensAY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GnanasambandamC20,
author = {Abhiram Gnanasambandam and
Stanley H. Chan},
title = {One Size Fits All: Can We Train One Denoiser for All Noise Levels?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3576--3586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gnanasambandam20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GnanasambandamC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoelGJKK20,
author = {Surbhi Goel and
Aravind Gollakota and
Zhihan Jin and
Sushrut Karmalkar and
Adam R. Klivans},
title = {Superpolynomial Lower Bounds for Learning One-Layer Neural Networks
using Gradient Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3587--3596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/goel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GoelGJKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GolanyRF20,
author = {Tomer Golany and
Kira Radinsky and
Daniel Freedman},
title = {SimGANs: Simulator-Based Generative Adversarial Networks for {ECG}
Synthesis to Improve Deep {ECG} Classification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3597--3606},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/golany20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GolanyRF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoldblumRFNCG20,
author = {Micah Goldblum and
Steven Reich and
Liam Fowl and
Renkun Ni and
Valeriia Cherepanova and
Tom Goldstein},
title = {Unraveling Meta-Learning: Understanding Feature Representations for
Few-Shot Tasks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3607--3616},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/goldblum20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GoldblumRFNCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Golikov20,
author = {Eugene A. Golikov},
title = {Towards a General Theory of Infinite-Width Limits of Neural Classifiers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3617--3626},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/golikov20a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Golikov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GomezRHC20,
author = {Fabian Latorre G{\'{o}}mez and
Paul Rolland and
Nadav Hallak and
Volkan Cevher},
title = {Efficient Proximal Mapping of the 1-path-norm of Shallow Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5651--5661},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/latorre20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GomezRHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GopiGKSSY20,
author = {Sivakanth Gopi and
Pankaj Gulhane and
Janardhan Kulkarni and
Judy Hanwen Shen and
Milad Shokouhi and
Sergey Yekhanin},
title = {Differentially Private Set Union},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3627--3636},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gopi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GopiGKSSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Gordon-Rodriguez20,
author = {Elliott Gordon{-}Rodr{\'{\i}}guez and
Gabriel Loaiza{-}Ganem and
John P. Cunningham},
title = {The continuous categorical: a novel simplex-valued exponential family},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3637--3647},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gordon-rodriguez20a.html},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Gordon-Rodriguez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorinovaMH20,
author = {Maria I. Gorinova and
Dave Moore and
Matthew D. Hoffman},
title = {Automatic Reparameterisation of Probabilistic Programs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3648--3657},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gorinova20a.html},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GorinovaMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GottesmanF0PCBD20,
author = {Omer Gottesman and
Joseph Futoma and
Yao Liu and
Sonali Parbhoo and
Leo A. Celi and
Emma Brunskill and
Finale Doshi{-}Velez},
title = {Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting
Influential Transitions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3658--3667},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gottesman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GottesmanF0PCBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GottipatiSNPWLL20,
author = {Sai Krishna Gottipati and
Boris Sattarov and
Sufeng Niu and
Yashaswi Pathak and
Haoran Wei and
Shengchao Liu and
Simon Blackburn and
Karam M. J. Thomas and
Connor W. Coley and
Jian Tang and
Sarath Chandar and
Yoshua Bengio},
title = {Learning to Navigate The Synthetically Accessible Chemical Space Using
Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3668--3679},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gottipati20a.html},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GottipatiSNPWLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GouvertOF20,
author = {Olivier Gouvert and
Thomas Oberlin and
C{\'{e}}dric F{\'{e}}votte},
title = {Ordinal Non-negative Matrix Factorization for Recommendation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3680--3689},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gouvert20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GouvertOF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalCRCSV20,
author = {Saurabh Goyal and
Anamitra Roy Choudhury and
Saurabh Raje and
Venkatesan T. Chakaravarthy and
Yogish Sabharwal and
Ashish Verma},
title = {PoWER-BERT: Accelerating {BERT} Inference via Progressive Word-vector
Elimination},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3690--3699},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/goyal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GoyalCRCSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalD20,
author = {Ankit Goyal and
Jia Deng},
title = {PackIt: {A} Virtual Environment for Geometric Planning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3700--3710},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/goyal20b.html},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GoyalD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalRJS020,
author = {Sachin Goyal and
Aditi Raghunathan and
Moksh Jain and
Harsha Vardhan Simhadri and
Prateek Jain},
title = {{DROCC:} Deep Robust One-Class Classification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3711--3721},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/goyal20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GoyalRJS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrasshoffJR20,
author = {Jan Gra{\ss}hoff and
Alexandra Jankowski and
Philipp Rostalski},
title = {Scalable Gaussian Process Separation for Kernels with a Non-Stationary
Phase},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3722--3731},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/grasshoff20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GrasshoffJR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrathwohlWJDZ20,
author = {Will Grathwohl and
Kuan{-}Chieh Wang and
J{\"{o}}rn{-}Henrik Jacobsen and
David Duvenaud and
Richard S. Zemel},
title = {Learning the Stein Discrepancy for Training and Evaluating Energy-Based
Models without Sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3732--3747},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/grathwohl20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GrathwohlWJDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrazziFPS20,
author = {Riccardo Grazzi and
Luca Franceschi and
Massimiliano Pontil and
Saverio Salzo},
title = {On the Iteration Complexity of Hypergradient Computation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3748--3758},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/grazzi20a.html},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GrazziFPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GreenfeldS20,
author = {Daniel Greenfeld and
Uri Shalit},
title = {Robust Learning with the Hilbert-Schmidt Independence Criterion},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3759--3768},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/greenfeld20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GreenfeldS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GrillATHVAM20,
author = {Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
Yunhao Tang and
Thomas Hubert and
Michal Valko and
Ioannis Antonoglou and
R{\'{e}}mi Munos},
title = {Monte-Carlo Tree Search as Regularized Policy Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3769--3778},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/grill20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GrillATHVAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GronlundKL20,
author = {Allan Gr{\o}nlund and
Lior Kamma and
Kasper Green Larsen},
title = {Near-Tight Margin-Based Generalization Bounds for Support Vector Machines},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3779--3788},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gronlund20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GronlundKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GroppYHAL20,
author = {Amos Gropp and
Lior Yariv and
Niv Haim and
Matan Atzmon and
Yaron Lipman},
title = {Implicit Geometric Regularization for Learning Shapes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3789--3799},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gropp20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GroppYHAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuGP0P20,
author = {Albert Gu and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Thomas Paine and
Matt Hoffman and
Razvan Pascanu},
title = {Improving the Gating Mechanism of Recurrent Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3800--3809},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuGP0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Guo0LZ20,
author = {Dandan Guo and
Bo Chen and
Ruiying Lu and
Mingyuan Zhou},
title = {Recurrent Hierarchical Topic-Guided {RNN} for Language Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3810--3821},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Guo0LZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoCZZ0HT20,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Peilin Zhao and
Jian Chen and
Junzhou Huang and
Mingkui Tan},
title = {Breaking the Curse of Space Explosion: Towards Efficient {NAS} with
Curriculum Search},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3822--3831},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoCZZ0HT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoGHM20,
author = {Chuan Guo and
Tom Goldstein and
Awni Y. Hannun and
Laurens van der Maaten},
title = {Certified Data Removal from Machine Learning Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3832--3842},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoGHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoGL0T20,
author = {Jiaxian Guo and
Mingming Gong and
Tongliang Liu and
Kun Zhang and
Dacheng Tao},
title = {{LTF:} {A} Label Transformation Framework for Correcting Label Shift},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3843--3853},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoGL0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoLU20,
author = {Pengsheng Guo and
Chen{-}Yu Lee and
Daniel Ulbricht},
title = {Learning to Branch for Multi-Task Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3854--3863},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoLU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoLYSLY20,
author = {Zhishuai Guo and
Mingrui Liu and
Zhuoning Yuan and
Li Shen and
Wei Liu and
Tianbao Yang},
title = {Communication-Efficient Distributed Stochastic {AUC} Maximization
with Deep Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3864--3874},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20f.html},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoLYSLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoPPGAMA20,
author = {Zhaohan Daniel Guo and
Bernardo {\'{A}}vila Pires and
Bilal Piot and
Jean{-}Bastien Grill and
Florent Altch{\'{e}} and
R{\'{e}}mi Munos and
Mohammad Gheshlaghi Azar},
title = {Bootstrap Latent-Predictive Representations for Multitask Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3875--3886},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoPPGAMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoSLGSCK20,
author = {Ruiqi Guo and
Philip Sun and
Erik Lindgren and
Quan Geng and
David Simcha and
Felix Chern and
Sanjiv Kumar},
title = {Accelerating Large-Scale Inference with Anisotropic Vector Quantization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3887--3896},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoSLGSCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoZJLZ20,
author = {Lan{-}Zhe Guo and
Zhenyu Zhang and
Yuan Jiang and
Yufeng Li and
Zhi{-}Hua Zhou},
title = {Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3897--3906},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20i.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoZJLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaCRS20,
author = {Pankaj Gupta and
Yatin Chaudhary and
Thomas A. Runkler and
Hinrich Sch{\"{u}}tze},
title = {Neural Topic Modeling with Continual Lifelong Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3907--3917},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gupta20a.html},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuptaCRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaLMMNZ20,
author = {Maya R. Gupta and
Erez Louidor and
Oleksandr Mangylov and
Nobu Morioka and
Taman Narayan and
Sen Zhao},
title = {Multidimensional Shape Constraints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3918--3928},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gupta20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuptaLMMNZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuuLTPC20,
author = {Kelvin Guu and
Kenton Lee and
Zora Tung and
Panupong Pasupat and
Ming{-}Wei Chang},
title = {Retrieval Augmented Language Model Pre-Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3929--3938},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuuLTPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Haba0FK20,
author = {Ran Haba and
Ehsan Kazemi and
Moran Feldman and
Amin Karbasi},
title = {Streaming Submodular Maximization under a k-Set System Constraint},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3939--3949},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/haba20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Haba0FK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HacohenCW20,
author = {Guy Hacohen and
Leshem Choshen and
Daphna Weinshall},
title = {Let's Agree to Agree: Neural Networks Share Classification Order on
Real Datasets},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3950--3960},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hacohen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HacohenCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HalabiJ20,
author = {Marwa El Halabi and
Stefanie Jegelka},
title = {Optimal approximation for unconstrained non-submodular minimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3961--3972},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/halabi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HalabiJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HamerMS20,
author = {Jenny Hamer and
Mehryar Mohri and
Ananda Theertha Suresh},
title = {FedBoost: {A} Communication-Efficient Algorithm for Federated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3973--3983},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hamer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HamerMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanAS20,
author = {Insu Han and
Haim Avron and
Jinwoo Shin},
title = {Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3984--3993},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanCLZ20,
author = {Zhizhong Han and
Chao Chen and
Yu{-}Shen Liu and
Matthias Zwicker},
title = {{DRWR:} {A} Differentiable Renderer without Rendering for Unsupervised
3D Structure Learning from Silhouette Images},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3994--4005},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanCLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanWXXWX20,
author = {Kai Han and
Yunhe Wang and
Yixing Xu and
Chunjing Xu and
Enhua Wu and
Chang Xu},
title = {Training Binary Neural Networks through Learning with Noisy Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4017--4026},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/han20d.html},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanWXXWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanzelyDNR20,
author = {Filip Hanzely and
Nikita Doikov and
Yurii E. Nesterov and
Peter Richt{\'{a}}rik},
title = {Stochastic Subspace Cubic Newton Method},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4027--4038},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hanzely20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanzelyDNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanzelyKR20,
author = {Filip Hanzely and
Dmitry Kovalev and
Peter Richt{\'{a}}rik},
title = {Variance Reduced Coordinate Descent with Acceleration: New Method
With a Surprising Application to Finite-Sum Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4039--4048},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hanzely20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HanzelyKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoO20,
author = {Yi Hao and
Alon Orlitsky},
title = {Data Amplification: Instance-Optimal Property Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4049--4059},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HaoO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoPMWJHCBXXZYL20,
author = {Xiaotian Hao and
Zhaoqing Peng and
Yi Ma and
Guan Wang and
Junqi Jin and
Jianye Hao and
Shan Chen and
Rongquan Bai and
Mingzhou Xie and
Miao Xu and
Zhenzhe Zheng and
Chuan Yu and
Han Li and
Jian Xu and
Kun Gai},
title = {Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential
Advertising},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4060--4070},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hao20b.html},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HaoPMWJHCBXXZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HarutyunyanRSG20,
author = {Hrayr Harutyunyan and
Kyle Reing and
Greg Ver Steeg and
Aram Galstyan},
title = {Improving generalization by controlling label-noise information in
neural network weights},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4071--4081},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/harutyunyan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HarutyunyanRSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HasaniLARG20,
author = {Ramin M. Hasani and
Mathias Lechner and
Alexander Amini and
Daniela Rus and
Radu Grosu},
title = {A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary
Neural Circuits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4082--4093},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hasani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HasaniLARG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HasanzadehHBZD020,
author = {Arman Hasanzadeh and
Ehsan Hajiramezanali and
Shahin Boluki and
Mingyuan Zhou and
Nick Duffield and
Krishna Narayanan and
Xiaoning Qian},
title = {Bayesian Graph Neural Networks with Adaptive Connection Sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4094--4104},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hasanzadeh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HasanzadehHBZD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HasencleverPHHM20,
author = {Leonard Hasenclever and
Fabio Pardo and
Raia Hadsell and
Nicolas Heess and
Josh Merel},
title = {CoMic: Complementary Task Learning {\&} Mimicry for Reusable Skills},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4105--4115},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hasenclever20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HasencleverPHHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HassaniA20,
author = {Kaveh Hassani and
Amir Hosein Khas Ahmadi},
title = {Contrastive Multi-View Representation Learning on Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4116--4126},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hassani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HassaniA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HataKYF20,
author = {Nozomi Hata and
Shizuo Kaji and
Akihiro Yoshida and
Katsuki Fujisawa},
title = {Nested Subspace Arrangement for Representation of Relational Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4127--4137},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hata20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HataKYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeckelS20,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Compressive sensing with un-trained neural networks: Gradient descent
finds a smooth approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4149--4158},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/heckel20a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeckelS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HejnaPA20,
author = {Donald J. Hejna III and
Lerrel Pinto and
Pieter Abbeel},
title = {Hierarchically Decoupled Imitation For Morphological Transfer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4159--4171},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hejna20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HejnaPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeliouMZ20,
author = {Am{\'{e}}lie H{\'{e}}liou and
Panayotis Mertikopoulos and
Zhengyuan Zhou},
title = {Gradient-free Online Learning in Continuous Games with Delayed Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4172--4181},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/heliou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeliouMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Henaff20,
author = {Olivier J. H{\'{e}}naff},
title = {Data-Efficient Image Recognition with Contrastive Predictive Coding},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4182--4192},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/henaff20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Henaff20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HendrickxOS20,
author = {Julien M. Hendrickx and
Alex Olshevsky and
Venkatesh Saligrama},
title = {Minimax Rate for Learning From Pairwise Comparisons in the {BTL} Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4193--4202},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hendrickx20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HendrickxOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HendrikxXBBM20,
author = {Hadrien Hendrikx and
Lin Xiao and
S{\'{e}}bastien Bubeck and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {Statistically Preconditioned Accelerated Gradient Method for Distributed
Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4203--4227},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hendrikx20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HendrikxXBBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeoPJKLYH20,
author = {Jay Heo and
Junhyeon Park and
Hyewon Jeong and
Kwang Joon Kim and
Juho Lee and
Eunho Yang and
Sung Ju Hwang},
title = {Cost-Effective Interactive Attention Learning with Neural Attention
Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4228--4238},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/heo20a.html},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeoPJKLYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HermansBL20,
author = {Joeri Hermans and
Volodimir Begy and
Gilles Louppe},
title = {Likelihood-free {MCMC} with Amortized Approximate Ratio Estimators},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4239--4248},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hermans20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HermansBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HinderAH20,
author = {Fabian Hinder and
Andr{\'{e}} Artelt and
Barbara Hammer},
title = {Towards Non-Parametric Drift Detection via Dynamic Adapting Window
Independence Drift Detection {(DAWIDD)}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4249--4259},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hinder20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HinderAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HiranandaniVKJ20,
author = {Gaurush Hiranandani and
Warut Vijitbenjaronk and
Sanmi Koyejo and
Prateek Jain},
title = {Optimization and Analysis of the pAp@k Metric for Recommender Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4260--4270},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hiranandani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HiranandaniVKJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangK20,
author = {Minh Hoang and
Carleton Kingsford},
title = {Optimizing Dynamic Structures with Bayesian Generative Search},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4271--4281},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoangK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangLLJ20,
author = {Trong Nghia Hoang and
Thanh Lam and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Learning Task-Agnostic Embedding of Multiple Black-Box Experts for
Multi-Task Model Fusion},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4282--4292},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoangLLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangLP20,
author = {Quan Hoang and
Trung Le and
Dinh Phung},
title = {Parameterized Rate-Distortion Stochastic Encoder},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4293--4303},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoang20c.html},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoangLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoferGNK20,
author = {Christoph D. Hofer and
Florian Graf and
Marc Niethammer and
Roland Kwitt},
title = {Topologically Densified Distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4304--4313},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hofer20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoferGNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoferGRNK20,
author = {Christoph D. Hofer and
Florian Graf and
Bastian Rieck and
Marc Niethammer and
Roland Kwitt},
title = {Graph Filtration Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4314--4323},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hofer20b.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoferGRNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoffmanM20,
author = {Matthew D. Hoffman and
Yian Ma},
title = {Black-Box Variational Inference as a Parametric Approximation to Langevin
Dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4324--4341},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoffman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoffmanM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hoffmann0GC20,
author = {Jessica Hoffmann and
Soumya Basu and
Surbhi Goel and
Constantine Caramanis},
title = {Learning Mixtures of Graphs from Epidemic Cascades},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4342--4352},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoffmann20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Hoffmann0GC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HornMBRB20,
author = {Max Horn and
Michael Moor and
Christian Bock and
Bastian Rieck and
Karsten M. Borgwardt},
title = {Set Functions for Time Series},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4353--4363},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/horn20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HornMBRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HornakovaHRS20,
author = {Andrea Horn{\'{a}}kov{\'{a}} and
Roberto Henschel and
Bodo Rosenhahn and
Paul Swoboda},
title = {Lifted Disjoint Paths with Application in Multiple Object Tracking},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4364--4375},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hornakova20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HornakovaHRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HronBSN20,
author = {Jiri Hron and
Yasaman Bahri and
Jascha Sohl{-}Dickstein and
Roman Novak},
title = {Infinite attention: {NNGP} and {NTK} for deep attention networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4376--4386},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hron20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HronBSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehPMG20,
author = {Kevin Hsieh and
Amar Phanishayee and
Onur Mutlu and
Phillip B. Gibbons},
title = {The Non-IID Data Quagmire of Decentralized Machine Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4387--4398},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hsieh20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehPMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuLPF20,
author = {Hengyuan Hu and
Adam Lerer and
Alex Peysakhovich and
Jakob N. Foerster},
title = {"Other-Play" for Zero-Shot Coordination},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4399--4410},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuLPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuRSNFJ20,
author = {Junjie Hu and
Sebastian Ruder and
Aditya Siddhant and
Graham Neubig and
Orhan Firat and
Melvin Johnson},
title = {{XTREME:} {A} Massively Multilingual Multi-task Benchmark for Evaluating
Cross-lingual Generalisation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4411--4421},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hu20b.html},
timestamp = {Thu, 08 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuRSNFJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huang0LA20,
author = {Yangsibo Huang and
Zhao Song and
Kai Li and
Sanjeev Arora},
title = {InstaHide: Instance-hiding Schemes for Private Distributed Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4507--4518},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20i.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Huang0LA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangGPH20,
author = {Feihu Huang and
Shangqian Gao and
Jian Pei and
Heng Huang},
title = {Momentum-Based Policy Gradient Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4422--4433},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangGPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangJ20,
author = {Jiawei Huang and
Nan Jiang},
title = {From Importance Sampling to Doubly Robust Policy Gradient},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4434--4443},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20b.html},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangMCG20,
author = {Sicong Huang and
Alireza Makhzani and
Yanshuai Cao and
Roger B. Grosse},
title = {Evaluating Lossy Compression Rates of Deep Generative Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4444--4454},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20c.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangMCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangMP20,
author = {Wenlong Huang and
Igor Mordatch and
Deepak Pathak},
title = {One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic
Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4455--4464},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangP20,
author = {Long{-}Kai Huang and
Sinno Jialin Pan},
title = {Communication-Efficient Distributed {PCA} by Riemannian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4465--4474},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangPBV20,
author = {Xiao Shi Huang and
Felipe P{\'{e}}rez and
Jimmy Ba and
Maksims Volkovs},
title = {Improving Transformer Optimization Through Better Initialization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4475--4483},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangPBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangQZLW20,
author = {Ying Huang and
Shangfeng Qiu and
Wenwei Zhang and
Xianghui Luo and
Jinzhuo Wang},
title = {More Information Supervised Probabilistic Deep Face Embedding Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4484--4494},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangQZLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangSBSAN20,
author = {Jiani Huang and
Calvin Smith and
Osbert Bastani and
Rishabh Singh and
Aws Albarghouthi and
Mayur Naik},
title = {Generating Programmatic Referring Expressions via Program Synthesis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4495--4506},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangSBSAN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangTC20,
author = {Feihu Huang and
Lue Tao and
Songcan Chen},
title = {Accelerated Stochastic Gradient-free and Projection-free Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4519--4530},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangXWW20,
author = {Hengguan Huang and
Fuzhao Xue and
Hao Wang and
Ye Wang},
title = {Deep Graph Random Process for Relational-Thinking-Based Speech Recognition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4531--4541},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20k.html},
timestamp = {Sun, 24 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangXWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangY20,
author = {Jiaoyang Huang and
Horng{-}Tzer Yau},
title = {Dynamics of Deep Neural Networks and Neural Tangent Hierarchy},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4542--4551},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20l.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huh20,
author = {Dongsung Huh},
title = {Curvature-corrected learning dynamics in deep neural networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4552--4560},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Huh20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuynhMW20,
author = {Tri Huynh and
Michael Maire and
Matthew R. Walter},
title = {Multigrid Neural Memory},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4561--4571},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huynh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuynhMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IakovlevaVA20,
author = {Ekaterina Iakovleva and
Jakob Verbeek and
Karteek Alahari},
title = {Meta-Learning with Shared Amortized Variational Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4572--4582},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/iakovleva20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IakovlevaVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IbrahimAGM20,
author = {Adam Ibrahim and
Wa{\"{\i}}ss Azizian and
Gauthier Gidel and
Ioannis Mitliagkas},
title = {Linear Lower Bounds and Conditioning of Differentiable Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4583--4593},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ibrahim20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IbrahimAGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IdaKFITK20,
author = {Yasutoshi Ida and
Sekitoshi Kanai and
Yasuhiro Fujiwara and
Tomoharu Iwata and
Koh Takeuchi and
Hisashi Kashima},
title = {Fast Deterministic {CUR} Matrix Decomposition with Accuracy Assurance},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4594--4603},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ida20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IdaKFITK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IshidaYS0S20,
author = {Takashi Ishida and
Ikko Yamane and
Tomoya Sakai and
Gang Niu and
Masashi Sugiyama},
title = {Do We Need Zero Training Loss After Achieving Zero Training Error?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4604--4614},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ishida20a.html},
timestamp = {Mon, 21 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IshidaYS0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IzmailovKFW20,
author = {Pavel Izmailov and
Polina Kirichenko and
Marc Finzi and
Andrew Gordon Wilson},
title = {Semi-Supervised Learning with Normalizing Flows},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4615--4630},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/izmailov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IzmailovKFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JacotSSHG20,
author = {Arthur Jacot and
Berfin Simsek and
Francesco Spadaro and
Cl{\'{e}}ment Hongler and
Franck Gabriel},
title = {Implicit Regularization of Random Feature Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4631--4640},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jacot20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JacotSSHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JafarovKMM20,
author = {Jafar Jafarov and
Sanchit Kalhan and
Konstantin Makarychev and
Yury Makarychev},
title = {Correlation Clustering with Asymmetric Classification Errors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4641--4650},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jafarov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JafarovKMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JainO20,
author = {Ayush Jain and
Alon Orlitsky},
title = {Optimal Robust Learning of Discrete Distributions from Batches},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4651--4660},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jain20a.html},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JainO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JainSL20,
author = {Ayush Jain and
Andrew Szot and
Joseph J. Lim},
title = {Generalization to New Actions in Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4661--4672},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jain20b.html},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JainSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JainiKYB20,
author = {Priyank Jaini and
Ivan Kobyzev and
Yaoliang Yu and
Marcus A. Brubaker},
title = {Tails of Lipschitz Triangular Flows},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4673--4681},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jaini20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JainiKYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JamesR020,
author = {Steven D. James and
Benjamin Rosman and
George Konidaris},
title = {Learning Portable Representations for High-Level Planning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4682--4691},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/james20a.html},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JamesR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JanatiCG20,
author = {Hicham Janati and
Marco Cuturi and
Alexandre Gramfort},
title = {Debiased Sinkhorn barycenters},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4692--4701},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/janati20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JanatiCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JankowiakPG20,
author = {Martin Jankowiak and
Geoff Pleiss and
Jacob R. Gardner},
title = {Parametric Gaussian Process Regressors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4702--4712},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jankowiak20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JankowiakPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettS20,
author = {Daniel Jarrett and
Mihaela van der Schaar},
title = {Inverse Active Sensing: Modeling and Understanding Timely Decision-Making},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4713--4723},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jarrett20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JarrettS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JayaramT20,
author = {Vivek Jayaram and
John Thickstun},
title = {Source Separation with Deep Generative Priors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4724--4735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jayaram20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JayaramT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JelassiDSMB20,
author = {Samy Jelassi and
Carles Domingo{-}Enrich and
Damien Scieur and
Arthur Mensch and
Joan Bruna},
title = {Extra-gradient with player sampling for faster convergence in n-player
games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4736--4745},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jelassi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JelassiDSMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JeonBKW20,
author = {Hyeonseong Jeon and
Youngoh Bang and
Junyaup Kim and
Simon S. Woo},
title = {{T-GD:} Transferable GAN-generated Images Detection Framework},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4746--4761},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jeon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JeonBKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiWWZZL20,
author = {Kaiyi Ji and
Zhe Wang and
Bowen Weng and
Yi Zhou and
Wei Zhang and
Yingbin Liang},
title = {History-Gradient Aided Batch Size Adaptation for Variance Reduced
Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4762--4772},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ji20a.html},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiWWZZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jia020,
author = {Zhiwei Jia and
Hao Su},
title = {Information-Theoretic Local Minima Characterization and Regularization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4773--4783},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Jia020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangANFG20,
author = {Qijia Jiang and
Olaoluwa Adigun and
Harikrishna Narasimhan and
Mahdi Milani Fard and
Maya R. Gupta},
title = {Optimizing Black-box Metrics with Adaptive Surrogates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4784--4793},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangANFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangHLY20,
author = {Lu Jiang and
Di Huang and
Mason Liu and
Weilong Yang},
title = {Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4804--4815},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20c.html},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JiangHLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangP20,
author = {Yibo Jiang and
Cengiz Pehlevan},
title = {Associative Memory in Iterated Overparameterized Sigmoid Autoencoders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4828--4838},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jiang20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JiangP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinBJ20,
author = {Wengong Jin and
Regina Barzilay and
Tommi S. Jaakkola},
title = {Hierarchical Generation of Molecular Graphs using Structural Motifs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4839--4848},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinBJ20a,
author = {Wengong Jin and
Regina Barzilay and
Tommi S. Jaakkola},
title = {Multi-Objective Molecule Generation using Interpretable Substructures},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4849--4859},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20b.html},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinBJ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinJLSY20,
author = {Chi Jin and
Tiancheng Jin and
Haipeng Luo and
Suvrit Sra and
Tiancheng Yu},
title = {Learning Adversarial Markov Decision Processes with Bandit Feedback
and Unknown Transition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4860--4869},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20c.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinJLSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinKSY20,
author = {Chi Jin and
Akshay Krishnamurthy and
Max Simchowitz and
Tiancheng Yu},
title = {Reward-Free Exploration for Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4870--4879},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20d.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinKSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinNJ20,
author = {Chi Jin and
Praneeth Netrapalli and
Michael I. Jordan},
title = {What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4880--4889},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20e.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinNJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinS20,
author = {Yujia Jin and
Aaron Sidford},
title = {Efficiently Solving MDPs with Stochastic Mirror Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4890--4900},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinWL20,
author = {Ying Jin and
Zhaoran Wang and
Junwei Lu},
title = {Computational and Statistical Tradeoffs in Inferring Combinatorial
Structures of Ising Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4901--4910},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jin20g.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Johnson020,
author = {Rie Johnson and
Tong Zhang},
title = {Guided Learning of Nonconvex Models through Successive Functional
Gradient Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4921--4930},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/johnson20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Johnson020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonAGG20,
author = {Tyler B. Johnson and
Pulkit Agrawal and
Haijie Gu and
Carlos Guestrin},
title = {AdaScale {SGD:} {A} User-Friendly Algorithm for Distributed Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4911--4920},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/johnson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JohnsonAGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jolicoeur-Martineau20,
author = {Alexia Jolicoeur{-}Martineau},
title = {On Relativistic f-Divergences},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4931--4939},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jolicoeur-martineau20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Jolicoeur-Martineau20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JonesNN20,
author = {Matthew Jones and
Huy L. Nguyen and
Thy Dinh Nguyen},
title = {Fair k-Centers via Maximum Matching},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4940--4949},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jones20a.html},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JonesNN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JooCS20,
author = {Taejong Joo and
Uijung Chung and
Min{-}Gwan Seo},
title = {Being Bayesian about Categorical Probability},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4950--4961},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/joo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JooCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JordanCCZT20,
author = {Scott M. Jordan and
Yash Chandak and
Daniel Cohen and
Mengxue Zhang and
Philip S. Thomas},
title = {Evaluating the Performance of Reinforcement Learning Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4962--4973},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jordan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JordanCCZT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JorgensenDS20,
author = {Martin J{\o}rgensen and
Marc Peter Deisenroth and
Hugh Salimbeni},
title = {Stochastic Differential Equations with Variational Wishart Diffusions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4974--4983},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jorgensen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JorgensenDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JoulaniRGS20,
author = {Pooria Joulani and
Anant Raj and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
title = {A simpler approach to accelerated optimization: iterative averaging
meets optimism},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4984--4993},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/joulani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JoulaniRGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JubranTMF20,
author = {Ibrahim Jubran and
Murad Tukan and
Alaa Maalouf and
Dan Feldman},
title = {Sets Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4994--5005},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jubran20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JubranTMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JunCCSRRS20,
author = {Heewoo Jun and
Rewon Child and
Mark Chen and
John Schulman and
Aditya Ramesh and
Alec Radford and
Ilya Sutskever},
title = {Distribution Augmentation for Generative Modeling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5006--5019},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jun20a.html},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JunCCSRRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JurgensonAGT20,
author = {Tom Jurgenson and
Or Avner and
Edward Groshev and
Aviv Tamar},
title = {Sub-Goal Trees a Framework for Goal-Based Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5020--5030},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jurgenson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JurgensonAGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KadriAHRR20,
author = {Hachem Kadri and
St{\'{e}}phane Ayache and
Riikka Huusari and
Alain Rakotomamonjy and
Liva Ralaivola},
title = {Partial Trace Regression and Low-Rank Kraus Decomposition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5031--5041},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kadri20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KadriAHRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KahngKP20,
author = {Anson Kahng and
Gregory Kehne and
Ariel D. Procaccia},
title = {Strategyproof Mean Estimation from Multiple-Choice Questions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5042--5052},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kahng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KahngKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalatzisEAH20,
author = {Dimitrios Kalatzis and
David Eklund and
Georgios Arvanitidis and
S{\o}ren Hauberg},
title = {Variational Autoencoders with Riemannian Brownian Motion Priors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5053--5066},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kalatzis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KalatzisEAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kallus20,
author = {Nathan Kallus},
title = {DeepMatch: Balancing Deep Covariate Representations for Causal Inference
Using Adversarial Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5067--5077},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kallus20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Kallus20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KallusU20,
author = {Nathan Kallus and
Masatoshi Uehara},
title = {Double Reinforcement Learning for Efficient and Robust Off-Policy
Evaluation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5078--5088},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kallus20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KallusU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KallusU20a,
author = {Nathan Kallus and
Masatoshi Uehara},
title = {Statistically Efficient Off-Policy Policy Gradients},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5089--5100},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kallus20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KallusU20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KamathPK20,
author = {Akshay Kamath and
Eric Price and
Sushrut Karmalkar},
title = {On the Power of Compressed Sensing with Generative Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5101--5109},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kamath20a.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KamathPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KanadeMBS20,
author = {Aditya Kanade and
Petros Maniatis and
Gogul Balakrishnan and
Kensen Shi},
title = {Learning and Evaluating Contextual Embedding of Source Code},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5110--5121},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kanade20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KanadeMBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KangH20,
author = {Minsoo Kang and
Bohyung Han},
title = {Operation-Aware Soft Channel Pruning using Differentiable Masks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5122--5131},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimireddyKMRS20,
author = {Sai Praneeth Karimireddy and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {{SCAFFOLD:} Stochastic Controlled Averaging for Federated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5132--5143},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/karimireddy20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KarimireddyKMRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KasaiCGG20,
author = {Jungo Kasai and
James Cross and
Marjan Ghazvininejad and
Jiatao Gu},
title = {Non-autoregressive Machine Translation with Disentangled Context Transformer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5144--5155},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kasai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KasaiCGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KatharopoulosV020,
author = {Angelos Katharopoulos and
Apoorv Vyas and
Nikolaos Pappas and
Fran{\c{c}}ois Fleuret},
title = {Transformers are RNNs: Fast Autoregressive Transformers with Linear
Attention},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5156--5165},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/katharopoulos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KatharopoulosV020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KatoZSN20,
author = {Keizo Kato and
Jing Zhou and
Tomotake Sasaki and
Akira Nakagawa},
title = {Rate-distortion optimization guided autoencoder for isometric embedding
in Euclidean latent space},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5166--5176},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kato20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KatoZSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KeeleyZYSP20,
author = {Stephen L. Keeley and
David M. Zoltowski and
Yiyi Yu and
Spencer L. Smith and
Jonathan W. Pillow},
title = {Efficient Non-conjugate Gaussian Process Factor Models for Spike Count
Data using Polynomial Approximations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5177--5186},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/keeley20a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KeeleyZYSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KerenidisLP20,
author = {Iordanis Kerenidis and
Alessandro Luongo and
Anupam Prakash},
title = {Quantum Expectation-Maximization for Gaussian mixture models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5187--5197},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kerenidis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KerenidisLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KerstingKSDTH20,
author = {Hans Kersting and
Nicholas Kr{\"{a}}mer and
Martin Schiegg and
Christian Daniel and
Michael Tiemann and
Philipp Hennig},
title = {Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free'
Dynamical Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5198--5208},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kersting20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KerstingKSDTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhaniL20,
author = {Fereshte Khani and
Percy Liang},
title = {Feature Noise Induces Loss Discrepancy Across Groups},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5209--5219},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/khani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KhaniL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KharitonovCBB20,
author = {Eugene Kharitonov and
Rahma Chaabouni and
Diane Bouchacourt and
Marco Baroni},
title = {Entropy Minimization In Emergent Languages},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5220--5230},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kharitonov20a.html},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KharitonovCBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KharkovskiiDL20,
author = {Dmitrii Kharkovskii and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Private Outsourced Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5231--5242},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kharkovskii20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KharkovskiiDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhetarpalACAP20,
author = {Khimya Khetarpal and
Zafarali Ahmed and
Gheorghe Comanici and
David Abel and
Doina Precup},
title = {What can {I} do here? {A} Theory of Affordances in Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5243--5253},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/khetarpal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KhetarpalACAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhimLPR20,
author = {Justin Khim and
Liu Leqi and
Adarsh Prasad and
Pradeep Ravikumar},
title = {Uniform Convergence of Rank-weighted Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5254--5263},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/khim20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KhimLPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimCS20,
author = {Jang{-}Hyun Kim and
Wonho Choo and
Hyun Oh Song},
title = {Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5275--5285},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimCT20,
author = {Joon Sik Kim and
Jiahao Chen and
Ameet Talwalkar},
title = {{FACT:} {A} Diagnostic for Group Fairness Trade-offs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5264--5274},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20a.html},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimCT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimGSZE20,
author = {Kuno Kim and
Yihong Gu and
Jiaming Song and
Shengjia Zhao and
Stefano Ermon},
title = {Domain Adaptive Imitation Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5286--5295},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimGSZE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimJYK20,
author = {Geon{-}Hyeong Kim and
Youngsoo Jang and
Hongseok Yang and
Kee{-}Eung Kim},
title = {Variational Inference for Sequential Data with Future Likelihood Estimates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5296--5305},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimJYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimSFHY20,
author = {Kuno Kim and
Megumi Sano and
Julian De Freitas and
Nick Haber and
Daniel Yamins},
title = {Active World Model Learning with Progress Curiosity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5306--5315},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kim20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KimSFHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KleinegesseG20,
author = {Steven Kleinegesse and
Michael U. Gutmann},
title = {Bayesian Experimental Design for Implicit Models by Mutual Information
Neural Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5316--5326},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kleinegesse20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KleinegesseG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KnoblauchHD20,
author = {Jeremias Knoblauch and
Hisham Husain and
Tom Diethe},
title = {Optimal Continual Learning has Perfect Memory and is NP-hard},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5327--5337},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/knoblauch20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KnoblauchHD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohNTMPKL20,
author = {Pang Wei Koh and
Thao Nguyen and
Yew Siang Tang and
Stephen Mussmann and
Emma Pierson and
Been Kim and
Percy Liang},
title = {Concept Bottleneck Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5338--5348},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/koh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KohNTMPKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohlUT20,
author = {Georg Kohl and
Kiwon Um and
Nils Thuerey},
title = {Learning Similarity Metrics for Numerical Simulations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5349--5360},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kohl20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KohlUT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohlerKN20,
author = {Jonas K{\"{o}}hler and
Leon Klein and
Frank No{\'{e}}},
title = {Equivariant Flows: Exact Likelihood Generative Learning for Symmetric
Densities},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5361--5370},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kohler20a.html},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KohlerKN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolobovBZ20,
author = {Andrey Kolobov and
S{\'{e}}bastien Bubeck and
Julian Zimmert},
title = {Online Learning for Active Cache Synchronization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5371--5380},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kolobov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolobovBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KoloskovaLBJS20,
author = {Anastasia Koloskova and
Nicolas Loizou and
Sadra Boreiri and
Martin Jaggi and
Sebastian U. Stich},
title = {A Unified Theory of Decentralized {SGD} with Changing Topology and
Local Updates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5381--5393},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/koloskova20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KoloskovaLBJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KongSSKO20,
author = {Weihao Kong and
Raghav Somani and
Zhao Song and
Sham M. Kakade and
Sewoong Oh},
title = {Meta-learning for Mixed Linear Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5394--5404},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kong20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KongSSKO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KongSZ20,
author = {Lingkai Kong and
Jimeng Sun and
Chao Zhang},
title = {SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5405--5415},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kong20b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KongSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KonstantinovFAL20,
author = {Nikola Konstantinov and
Elias Frantar and
Dan Alistarh and
Christoph Lampert},
title = {On the Sample Complexity of Adversarial Multi-Source {PAC} Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5416--5425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/konstantinov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KonstantinovFAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KostasNT20,
author = {James E. Kostas and
Chris Nota and
Philip S. Thomas},
title = {Asynchronous Coagent Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5426--5435},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kostas20a.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KostasNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kristiadi0H20,
author = {Agustinus Kristiadi and
Matthias Hein and
Philipp Hennig},
title = {Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5436--5446},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kristiadi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Kristiadi0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kumar0GF20,
author = {Aounon Kumar and
Alexander Levine and
Tom Goldstein and
Soheil Feizi},
title = {Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5458--5467},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumar20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Kumar0GF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarI20,
author = {Anurag Kumar and
Vamsi K. Ithapu},
title = {A Sequential Self Teaching Approach for Improving Generalization in
Sound Event Recognition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5447--5457},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumar20a.html},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KumarI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarML20,
author = {Ananya Kumar and
Tengyu Ma and
Percy Liang},
title = {Understanding Self-Training for Gradual Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5468--5479},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumar20c.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarP20,
author = {Abhishek Kumar and
Ben Poole},
title = {On Implicit Regularization in {\(\beta\)}-VAEs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5480--5490},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumar20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KumarP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarVSF20,
author = {I. Elizabeth Kumar and
Suresh Venkatasubramanian and
Carlos Scheidegger and
Sorelle A. Friedler},
title = {Problems with Shapley-value-based explanations as feature importance
measures},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5491--5500},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumar20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KumarVSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumorCB20,
author = {Daniel Kumor and
Carlos Cinelli and
Elias Bareinboim},
title = {Efficient Identification in Linear Structural Causal Models with Auxiliary
Cutsets},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5501--5510},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kumor20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KumorCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KuninNSGBY20,
author = {Daniel Kunin and
Aran Nayebi and
Javier Sagastuy{-}Bre{\~{n}}a and
Surya Ganguli and
Jonathan M. Bloom and
Daniel Yamins},
title = {Two Routes to Scalable Credit Assignment without Weight Symmetry},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5511--5521},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kunin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KuninNSGBY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kuroki0HS20,
author = {Yuko Kuroki and
Atsushi Miyauchi and
Junya Honda and
Masashi Sugiyama},
title = {Online Dense Subgraph Discovery via Blurred-Graph Feedback},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5522--5532},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kuroki20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Kuroki0HS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KurtzKGMCGLMSA20,
author = {Mark Kurtz and
Justin Kopinsky and
Rati Gelashvili and
Alexander Matveev and
John Carr and
Michael Goin and
William M. Leiserson and
Sage Moore and
Nir Shavit and
Dan Alistarh},
title = {Inducing and Exploiting Activation Sparsity for Fast Inference on
Deep Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5533--5543},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kurtz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KurtzKGMCGLMSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KusupatiRSW0KF20,
author = {Aditya Kusupati and
Vivek Ramanujan and
Raghav Somani and
Mitchell Wortsman and
Prateek Jain and
Sham M. Kakade and
Ali Farhadi},
title = {Soft Threshold Weight Reparameterization for Learnable Sparsity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5544--5555},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kusupati20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KusupatiRSW0KF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KuznetsovSGV20,
author = {Arsenii Kuznetsov and
Pavel Shvechikov and
Alexander Grishin and
Dmitry P. Vetrov},
title = {Controlling Overestimation Bias with Truncated Mixture of Continuous
Distributional Quantile Critics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5556--5566},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kuznetsov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KuznetsovSGV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KwonKWP20,
author = {Yongchan Kwon and
Wonyoung Kim and
Joong{-}Ho Won and
Myunghee Cho Paik},
title = {Principled learning method for Wasserstein distributionally robust
optimization with local perturbations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5567--5576},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kwon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KwonKWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LacotteP20,
author = {Jonathan Lacotte and
Mert Pilanci},
title = {Optimal Randomized First-Order Methods for Least-Squares Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5587--5597},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lacotte20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LacotteP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaforgueLBd20,
author = {Pierre Laforgue and
Alex Lambert and
Luc Brogat{-}Motte and
Florence d'Alch{\'{e}}{-}Buc},
title = {Duality in RKHSs with Infinite Dimensional Outputs: Application to
Robust Losses},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5598--5607},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/laforgue20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LaforgueLBd20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lai00020,
author = {Hang Lai and
Jian Shen and
Weinan Zhang and
Yong Yu},
title = {Bidirectional Model-based Policy Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5618--5627},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lai20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Lai00020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaiL20,
author = {Zehua Lai and
Lek{-}Heng Lim},
title = {Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5608--5617},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LaiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LakkarajuAB20,
author = {Himabindu Lakkaraju and
Nino Arsov and
Osbert Bastani},
title = {Robust and Stable Black Box Explanations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5628--5638},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lakkaraju20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LakkarajuAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaskinSA20,
author = {Michael Laskin and
Aravind Srinivas and
Pieter Abbeel},
title = {{CURL:} Contrastive Unsupervised Representations for Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5639--5650},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/laskin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LaskinSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LattimoreSW20,
author = {Tor Lattimore and
Csaba Szepesv{\'{a}}ri and
Gell{\'{e}}rt Weisz},
title = {Learning with Good Feature Representations in Bandits and in {RL}
with a Generative Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5662--5670},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lattimore20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LattimoreSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Le0V20,
author = {Hung Le and
Truyen Tran and
Svetha Venkatesh},
title = {Self-Attentive Associative Memory},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5682--5691},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/le20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Le0V20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeGP20,
author = {Hien Le and
Nicolas Gillis and
Panagiotis Patrinos},
title = {Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5671--5681},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/le20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeB20,
author = {Sanghack Lee and
Elias Bareinboim},
title = {Causal Effect Identifiability under Partial-Observability},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5692--5701},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHFT20,
author = {Jongseok Lee and
Matthias Humt and
Jianxiang Feng and
Rudolph Triebel},
title = {Estimating Model Uncertainty of Neural Networks in Sparse Information
Form},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5702--5713},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeHFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHS20,
author = {Hankook Lee and
Sung Ju Hwang and
Jinwoo Shin},
title = {Self-supervised Label Augmentation via Input Transformations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5714--5724},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeLVKK20,
author = {Byung{-}Jun Lee and
Jongmin Lee and
Peter Vrancx and
Dongho Kim and
Kee{-}Eung Kim},
title = {Batch Reinforcement Learning with Hyperparameter Gradients},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5725--5735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeLVKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeePBJ20,
author = {Jonathan N. Lee and
Aldo Pacchiano and
Peter L. Bartlett and
Michael I. Jordan},
title = {Accelerated Message Passing for Entropy-Regularized {MAP} Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5736--5746},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeePBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeS20,
author = {Sang{-}Hyun Lee and
Seung{-}Woo Seo},
title = {Learning Compound Tasks without Task-specific Knowledge via Imitation
and Self-supervised Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5747--5756},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeS20a,
author = {Changhee Lee and
Mihaela van der Schaar},
title = {Temporal Phenotyping using Deep Predictive Clustering of Disease Progression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5767--5777},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeS20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeSLLS20,
author = {Kimin Lee and
Younggyo Seo and
Seunghyun Lee and
Honglak Lee and
Jinwoo Shin},
title = {Context-aware Dynamics Model for Generalization in Model-Based Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5757--5766},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeSLLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeW20,
author = {Chanwoo Lee and
Miaoyan Wang},
title = {Tensor denoising and completion based on ordinal observations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5778--5788},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lee20i.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiJ20,
author = {Jiabao Lei and
Kui Jia},
title = {Analytic Marching: An Analytic Meshing Solution from Deep Implicit
Surface Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5789--5798},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lei20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiLDD20,
author = {Qi Lei and
Jason D. Lee and
Alex Dimakis and
Constantinos Daskalakis},
title = {{SGD} Learns One-Layer Networks in WGANs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5799--5808},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lei20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiLDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiY20,
author = {Yunwen Lei and
Yiming Ying},
title = {Fine-Grained Analysis of Stability and Generalization for Stochastic
Gradient Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5809--5819},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lei20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LengDWP20,
author = {Yan Leng and
Xiaowen Dong and
Junfeng Wu and
Alex Pentland},
title = {Learning Quadratic Games on Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5820--5830},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/leng20a.html},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LengDWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiAO20,
author = {Yang Li and
Shoaib Akbar and
Junier Oliva},
title = {ACFlow: Flow Models for Arbitrary Conditional Likelihoods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5831--5841},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20a.html},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiCL20,
author = {Yu{-}Sheng Li and
Wei{-}Lin Chiang and
Ching{-}Pei Lee},
title = {Manifold Identification for Ultimately Communication-Efficient Distributed
Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5842--5852},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20b.html},
timestamp = {Thu, 06 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiDWX20,
author = {Yanxi Li and
Minjing Dong and
Yunhe Wang and
Chang Xu},
title = {Neural Architecture Search in {A} Proxy Validation Loss Landscape},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5853--5862},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20c.html},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiDWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiHHCWZ20,
author = {Qing Li and
Siyuan Huang and
Yining Hong and
Yixin Chen and
Ying Nian Wu and
Song{-}Chun Zhu},
title = {Closed Loop Neural-Symbolic Learning via Integrating Neural Perception,
Grammar Parsing, and Symbolic Reasoning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5884--5894},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20f.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiHHCWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiHL20,
author = {Mingjie Li and
Lingshen He and
Zhouchen Lin},
title = {Implicit Euler Skip Connections: Enhancing Adversarial Robustness
via Numerical Stability},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5874--5883},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20e.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiHLC20,
author = {Shiyu Li and
Edward Hanson and
Hai Li and
Yiran Chen},
title = {{PENNI:} Pruned Kernel Sharing for Efficient {CNN} Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5863--5873},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20d.html},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiHLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiKQR20,
author = {Zhize Li and
Dmitry Kovalev and
Xun Qian and
Peter Richt{\'{a}}rik},
title = {Acceleration for Compressed Gradient Descent in Distributed and Federated
Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5895--5904},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiKQR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLGC20,
author = {Jianing Li and
Yanyan Lan and
Jiafeng Guo and
Xueqi Cheng},
title = {On the Relation between Quality-Diversity Evaluation and Distribution-Fitting
Goal in Text Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5905--5915},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiLGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLLWG20,
author = {Xiao Li and
Chenghua Lin and
Ruizhe Li and
Chaozheng Wang and
Frank Guerin},
title = {Latent Space Factorisation and Manipulation via Matrix Subspace Projection},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5916--5926},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20i.html},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiLLWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiLYBY0T020,
author = {Yunzhu Li and
Toru Lin and
Kexin Yi and
Daniel Bear and
Daniel Yamins and
Jiajun Wu and
Joshua B. Tenenbaum and
Antonio Torralba},
title = {Visual Grounding of Learned Physical Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5927--5936},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiLYBY0T020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiM20,
author = {Steven Cheng{-}Xian Li and
Benjamin M. Marlin},
title = {Learning from Irregularly-Sampled Time Series: {A} Missing Data Perspective},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5937--5946},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20k.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiS20,
author = {Chao Li and
Zhun Sun},
title = {Evolutionary Topology Search for Tensor Network Decomposition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5947--5957},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20l.html},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiW20,
author = {Yi Li and
David P. Woodruff},
title = {Input-Sparsity Low Rank Approximation in Schatten Norm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6001--6009},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20q.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWG20,
author = {Bingcong Li and
Lingda Wang and
Georgios B. Giannakis},
title = {Almost Tune-Free Variance Reduction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5969--5978},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWSLKKG20,
author = {Zhuohan Li and
Eric Wallace and
Sheng Shen and
Kevin Lin and
Kurt Keutzer and
Dan Klein and
Joey Gonzalez},
title = {Train Big, Then Compress: Rethinking Model Size for Efficient Training
and Inference of Transformers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5958--5968},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20m.html},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiWSLKKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWYZ20,
author = {Yi Li and
Ruosong Wang and
Lin Yang and
Hanrui Zhang},
title = {Nearly Linear Row Sampling Algorithm for Quantile Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5979--5989},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20o.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiWYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZ20,
author = {Zhimei Li and
Yaowu Zhang},
title = {On a projective ensemble approach to two sample test for equality
of distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6020--6027},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/li20s.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangHF20,
author = {Jian Liang and
Dapeng Hu and
Jiashi Feng},
title = {Do We Really Need to Access the Source Data? Source Hypothesis Transfer
for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6028--6039},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiangHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangYSADC20,
author = {Eric Liang and
Zongheng Yang and
Ion Stoica and
Pieter Abbeel and
Yan Duan and
Xi Chen},
title = {Variable Skipping for Autoregressive Range Density Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6040--6049},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liang20b.html},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangYSADC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangZBHCF20,
author = {Tung{-}Che Liang and
Zhanwei Zhong and
Yaas Bigdeli and
Tsung{-}Yi Ho and
Krishnendu Chakrabarty and
Richard B. Fair},
title = {Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep
Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6050--6060},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liang20c.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangZBHCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LimCPH20,
author = {Jae Hyun Lim and
Aaron C. Courville and
Christopher J. Pal and
Chin{-}Wei Huang},
title = {{AR-DAE:} Towards Unbiased Neural Entropy Gradient Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6061--6071},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lim20a.html},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LimCPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LimUY20,
author = {Cong Han Lim and
Raquel Urtasun and
Ersin Yumer},
title = {Hierarchical Verification for Adversarial Robustness},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6072--6082},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lim20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LimUY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lin0K20,
author = {Wu Lin and
Mark Schmidt and
Mohammad Emtiyaz Khan},
title = {Handling the Positive-Definite Constraint in the Bayesian Learning
Rule},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6116--6126},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Lin0K20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinJJ20,
author = {Tianyi Lin and
Chi Jin and
Michael I. Jordan},
title = {On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6083--6093},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinJJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinKSJ20,
author = {Tao Lin and
Lingjing Kong and
Sebastian U. Stich and
Martin Jaggi},
title = {Extrapolation for Large-batch Training in Deep Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6094--6104},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20b.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinKSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinLS20,
author = {Qiaohui Lin and
Robert Lunde and
Purnamrita Sarkar},
title = {On the Theoretical Properties of the Network Jackknife},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6105--6115},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinWPFJA20,
author = {Zhixuan Lin and
Yi{-}Fu Wu and
Skand Vishwanath Peri and
Bofeng Fu and
Jindong Jiang and
Sungjin Ahn},
title = {Improving Generative Imagination in Object-Centric World Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6140--6149},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinWPFJA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinZHRS20,
author = {Jimmy Lin and
Chudi Zhong and
Diane Hu and
Cynthia Rudin and
Margo I. Seltzer},
title = {Generalized and Scalable Optimal Sparse Decision Trees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6150--6160},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinZHRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinZMJ20,
author = {Tianyi Lin and
Zhengyuan Zhou and
Panayotis Mertikopoulos and
Michael I. Jordan},
title = {Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6161--6171},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinZMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LioutasG20,
author = {Vasileios Lioutas and
Yuhong Guo},
title = {Time-aware Large Kernel Convolutions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6172--6183},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lioutas20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LioutasG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCH20,
author = {Guodong Liu and
Hong Chen and
Heng Huang},
title = {Sparse Shrunk Additive Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6194--6204},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuDCWLZYGDX20,
author = {Liu Liu and
Lei Deng and
Zhaodong Chen and
Yuke Wang and
Shuangchen Li and
Jingwei Zhang and
Yihua Yang and
Zhenyu Gu and
Yufei Ding and
Yuan Xie},
title = {Boosting Deep Neural Network Efficiency with Dual-Module Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6205--6215},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20c.html},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuDCWLZYGDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuG20,
author = {Yang Liu and
Hongyi Guo},
title = {Peer Loss Functions: Learning from Noisy Labels without Knowing Noise
Rates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6226--6236},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuGTS20,
author = {Zhaoqiang Liu and
Selwyn Gomes and
Avtansh Tiwari and
Jonathan Scarlett},
title = {Sample Complexity Bounds for 1-bit Compressive Sensing and Binary
Stable Embeddings with Generative Priors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6216--6225},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuGTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHSRA20,
author = {Evan Zheran Liu and
Milad Hashemi and
Kevin Swersky and
Parthasarathy Ranganathan and
Junwhan Ahn},
title = {An Imitation Learning Approach for Cache Replacement},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6237--6247},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuHSRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuKTAT20,
author = {Kara Liu and
Thanard Kurutach and
Christine Tung and
Pieter Abbeel and
Aviv Tamar},
title = {Hallucinative Topological Memory for Zero-Shot Visual Planning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6259--6270},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20h.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuKTAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLS020,
author = {Xianggen Liu and
Qiang Liu and
Sen Song and
Jian Peng},
title = {A Chance-Constrained Generative Framework for Sequence Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6271--6281},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20i.html},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuLS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuMW20,
author = {Weidong Liu and
Xiaojun Mao and
Raymond K. W. Wong},
title = {Median Matrix Completion: from Embarrassment to Optimality},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6294--6304},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20k.html},
timestamp = {Tue, 22 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuMYZZ20,
author = {Risheng Liu and
Pan Mu and
Xiaoming Yuan and
Shangzhi Zeng and
Jin Zhang},
title = {A Generic First-Order Algorithmic Framework for Bi-Level Programming
Beyond Lower-Level Singleton},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6305--6315},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20l.html},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuMYZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuXL0GS20,
author = {Feng Liu and
Wenkai Xu and
Jie Lu and
Guangquan Zhang and
Arthur Gretton and
Danica J. Sutherland},
title = {Learning Deep Kernels for Non-Parametric Two-Sample Tests},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6316--6326},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20m.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuXL0GS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYDH20,
author = {Xuanqing Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Learning to Encode Position for Transformer with Continuous Dynamical
Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6327--6335},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuYDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuZ20,
author = {Tianlin Liu and
Friedemann Zenke},
title = {Finding trainable sparse networks through Neural Tangent Transfer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6336--6347},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20o.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LocatelloPRSBT20,
author = {Francesco Locatello and
Ben Poole and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem and
Michael Tschannen},
title = {Weakly-Supervised Disentanglement Without Compromises},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6348--6359},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/locatello20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LocatelloPRSBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LohausPL20,
author = {Michael Lohaus and
Micha{\"{e}}l Perrot and
Ulrike von Luxburg},
title = {Too Relaxed to Be Fair},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6360--6369},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lohaus20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LohausPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LoizouBJVLM20,
author = {Nicolas Loizou and
Hugo Berard and
Alexia Jolicoeur{-}Martineau and
Pascal Vincent and
Simon Lacoste{-}Julien and
Ioannis Mitliagkas},
title = {Stochastic Hamiltonian Gradient Methods for Smooth Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6370--6381},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/loizou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LoizouBJVLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LopesEM20,
author = {Miles E. Lopes and
N. Benjamin Erichson and
Michael W. Mahoney},
title = {Error Estimation for Sketched {SVD} via the Bootstrap},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6382--6392},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lopes20a.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LopesEM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LouKJBLS20,
author = {Aaron Lou and
Isay Katsman and
Qingxuan Jiang and
Serge J. Belongie and
Ser{-}Nam Lim and
Christopher De Sa},
title = {Differentiating through the Fr{\'{e}}chet Mean},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6393--6403},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LouKJBLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LoyndFcSH20,
author = {Ricky Loynd and
Roland Fernandez and
Asli Celikyilmaz and
Adith Swaminathan and
Matthew J. Hausknecht},
title = {Working Memory Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6404--6414},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/loynd20a.html},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LoyndFcSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuML0Y20,
author = {Yiping Lu and
Chao Ma and
Yulong Lu and
Jianfeng Lu and
Lexing Ying},
title = {A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably
Optimization Via Overparameterization From Depth},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6426--6436},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lu20b.html},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LuML0Y20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuS20,
author = {Yucheng Lu and
Christopher De Sa},
title = {Moniqua: Modulo Quantized Communication in Decentralized {SGD}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6415--6425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuSSCP20,
author = {Yuchen Lu and
Soumye Singhal and
Florian Strub and
Aaron C. Courville and
Olivier Pietquin},
title = {Countering Language Drift with Seeded Iterated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6437--6447},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuSSCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LukasikBMK20,
author = {Michal Lukasik and
Srinadh Bhojanapalli and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {Does label smoothing mitigate label noise?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6448--6458},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lukasik20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LukasikBMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Luo20,
author = {Siqiang Luo},
title = {Improved Communication Cost in Distributed PageRank Computation -
{A} Theoretical Study},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6459--6467},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/luo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Luo20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuoWHB20,
author = {Yadan Luo and
Zijian Wang and
Zi Huang and
Mahsa Baktashmotlagh},
title = {Progressive Graph Learning for Open-Set Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6468--6478},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/luo20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuoWHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuzGMBY20,
author = {Ilay Luz and
Meirav Galun and
Haggai Maron and
Ronen Basri and
Irad Yavneh},
title = {Learning Algebraic Multigrid Using Graph Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6489--6499},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/luz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuzGMBY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LvXF0GS20,
author = {Jiaqi Lv and
Miao Xu and
Lei Feng and
Gang Niu and
Xin Geng and
Masashi Sugiyama},
title = {Progressive Identification of True Labels for Partial-Label Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6500--6510},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lv20a.html},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LvXF0GS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LykourisML20,
author = {Thodoris Lykouris and
Vahab S. Mirrokni and
Renato Paes Leme},
title = {Bandits with Adversarial Scaling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6511--6521},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lykouris20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LykourisML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaGYZ20,
author = {Yingyi Ma and
Vignesh Ganapathiraman and
Yaoliang Yu and
Xinhua Zhang},
title = {Convex Representation Learning for Generalized Invariance in Semi-Inner-Product
Space},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6532--6542},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaGYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaH00E020,
author = {Xingjun Ma and
Hanxun Huang and
Yisen Wang and
Simone Romano and
Sarah M. Erfani and
James Bailey},
title = {Normalized Loss Functions for Deep Learning with Noisy Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6543--6553},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaH00E020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaLY20,
author = {Runchao Ma and
Qihang Lin and
Tianbao Yang},
title = {Quadratically Regularized Subgradient Methods for Weakly Convex Optimization
with Weakly Convex Constraints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6554--6564},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaZ20,
author = {Shaocong Ma and
Yi Zhou},
title = {Understanding the Impact of Model Incoherence on Convergence of Incremental
{SGD} with Random Reshuffle},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6565--6574},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ma20e.html},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MadaanSH20,
author = {Divyam Madaan and
Jinwoo Shin and
Sung Ju Hwang},
title = {Adversarial Neural Pruning with Latent Vulnerability Suppression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6575--6585},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/madaan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MadaanSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahabadiV20,
author = {Sepideh Mahabadi and
Ali Vakilian},
title = {Individual Fairness for k-Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6586--6596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mahabadi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MahabadiV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahapatraR20,
author = {Debabrata Mahapatra and
Vaibhav Rajan},
title = {Multi-Task Learning with User Preferences: Gradient Descent with Controlled
Ascent in Pareto Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6597--6607},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mahapatra20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MahapatraR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Maheswaranathan20,
author = {Niru Maheswaranathan and
David Sussillo},
title = {How recurrent networks implement contextual processing in sentiment
analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6608--6619},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/maheswaranathan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Maheswaranathan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mai020,
author = {Vien V. Mai and
Mikael Johansson},
title = {Anderson Acceleration of Proximal Gradient Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6620--6629},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Mai020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mai020a,
author = {Vien V. Mai and
Mikael Johansson},
title = {Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth
Non-Convex Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6630--6639},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mai20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Mai020a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MainiWK20,
author = {Pratyush Maini and
Eric Wong and
J. Zico Kolter},
title = {Adversarial Robustness Against the Union of Multiple Perturbation
Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6640--6650},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/maini20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MainiWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MajumdarKMMT20,
author = {Somdeb Majumdar and
Shauharda Khadka and
Santiago Miret and
Stephen McAleer and
Kagan Tumer},
title = {Evolutionary Reinforcement Learning for Sample-Efficient Multiagent
Coordination},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6651--6660},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/majumdar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MajumdarKMMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakarJGS20,
author = {Maggie Makar and
Fredrik D. Johansson and
John V. Guttag and
David A. Sontag},
title = {Estimation of Bounds on Potential Outcomes For Decision Making},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6661--6671},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/makar20a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MakarJGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MakkuvaTOL20,
author = {Ashok Vardhan Makkuva and
Amirhossein Taghvaei and
Sewoong Oh and
Jason D. Lee},
title = {Optimal transport mapping via input convex neural networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6672--6681},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/makkuva20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MakkuvaTOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalachYSS20,
author = {Eran Malach and
Gilad Yehudai and
Shai Shalev{-}Shwartz and
Ohad Shamir},
title = {Proving the Lottery Ticket Hypothesis: Pruning is All You Need},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6682--6691},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/malach20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MalachYSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalinovskiyKGCR20,
author = {Grigory Malinovskiy and
Dmitry Kovalev and
Elnur Gasanov and
Laurent Condat and
Peter Richt{\'{a}}rik},
title = {From Local {SGD} to Local Fixed-Point Methods for Federated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6692--6701},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/malinovskiy20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MalinovskiyKGCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalitskyM20,
author = {Yura Malitsky and
Konstantin Mishchenko},
title = {Adaptive Gradient Descent without Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6702--6712},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/malitsky20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MalitskyM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MamouLRSTKC20,
author = {Jonathan Mamou and
Hang Le and
Miguel Del Rio and
Cory Stephenson and
Hanlin Tang and
Yoon Kim and
SueYeon Chung},
title = {Emergence of Separable Manifolds in Deep Language Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6713--6723},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mamou20a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MamouLRSTKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ManegueuVCV20,
author = {Anne Gael Manegueu and
Claire Vernade and
Alexandra Carpentier and
Michal Valko},
title = {Stochastic bandits with arm-dependent delays},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3348--3356},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/gael20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ManegueuVCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mao0020,
author = {Yuren Mao and
Weiwei Liu and
Xuemin Lin},
title = {Adaptive Adversarial Multi-task Representation Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6724--6733},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Mao0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaronLCF20,
author = {Haggai Maron and
Or Litany and
Gal Chechik and
Ethan Fetaya},
title = {On Learning Sets of Symmetric Elements},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6734--6744},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/maron20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaronLCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinLLE20,
author = {John D. Martin and
Michal Lyskawinski and
Xiaohu Li and
Brendan J. Englot},
title = {Stochastically Dominant Distributional Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6745--6754},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/martin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MartinLLE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinezBS20,
author = {Natalia Mart{\'{\i}}nez and
Mart{\'{\i}}n Bertr{\'{a}}n and
Guillermo Sapiro},
title = {Minimax Pareto Fairness: {A} Multi Objective Perspective},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6755--6764},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/martinez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MartinezBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarxCU20,
author = {Charles T. Marx and
Fl{\'{a}}vio P. Calmon and
Berk Ustun},
title = {Predictive Multiplicity in Classification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6765--6774},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/marx20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MarxCU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MatsoukasHLDMKH20,
author = {Christos Matsoukas and
Albert Bou I Hernandez and
Yue Liu and
Karin Dembrower and
Gisele Miranda and
Emir Konuk and
Johan Fredin Haslum and
Athanasios Zouzos and
Peter Lindholm and
Fredrik Strand and
Kevin Smith},
title = {Adding seemingly uninformative labels helps in low data regimes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6775--6784},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/matsoukas20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MatsoukasHLDMKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MattilaRMKW20,
author = {Robert Mattila and
Cristian R. Rojas and
Eric Moulines and
Vikram Krishnamurthy and
Bo Wahlberg},
title = {Fast and Consistent Learning of Hidden Markov Models by Incorporating
Non-Consecutive Correlations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6785--6796},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mattila20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MattilaRMKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MazumdarPMJB20,
author = {Eric Mazumdar and
Aldo Pacchiano and
Yi{-}An Ma and
Michael I. Jordan and
Peter L. Bartlett},
title = {On Approximate Thompson Sampling with Langevin Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6797--6807},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mazumdar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MazumdarPMJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeiQXE20,
author = {Hongyuan Mei and
Guanghui Qin and
Minjie Xu and
Jason Eisner},
title = {Neural Datalog Through Time: Informed Temporal Modeling via Logical
Specification},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6808--6819},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mei20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MeiQXE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeiXSS20,
author = {Jincheng Mei and
Chenjun Xiao and
Csaba Szepesv{\'{a}}ri and
Dale Schuurmans},
title = {On the Global Convergence Rates of Softmax Policy Gradient Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6820--6829},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mei20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MeiXSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MendaBGKKM20,
author = {Kunal Menda and
Jean de Becdeli{\`{e}}vre and
Jayesh K. Gupta and
Ilan Kroo and
Mykel J. Kochenderfer and
Zachary Manchester},
title = {Scalable Identification of Partially Observed Systems with Certainty-Equivalent
{EM}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6830--6840},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/menda20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MendaBGKKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mendler-DunnerL20,
author = {Celestine Mendler{-}D{\"{u}}nner and
Aur{\'{e}}lien Lucchi},
title = {Randomized Block-Diagonal Preconditioning for Parallel Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6841--6851},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mendler-dunner20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Mendler-DunnerL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengBK20,
author = {Xiangming Meng and
Roman Bachmann and
Mohammad Emtiyaz Khan},
title = {Training Binary Neural Networks using the Bayesian Learning Rule},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6852--6861},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/meng20a.html},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MengBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MetelliMBSR20,
author = {Alberto Maria Metelli and
Flavio Mazzolini and
Lorenzo Bisi and
Luca Sabbioni and
Marcello Restelli},
title = {Control Frequency Adaptation via Action Persistence in Batch Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6862--6873},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/metelli20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MetelliMBSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MignaccoKLUZ20,
author = {Francesca Mignacco and
Florent Krzakala and
Yue Lu and
Pierfrancesco Urbani and
Lenka Zdeborov{\'{a}}},
title = {The Role of Regularization in Classification of High-dimensional Noisy
Gaussian Mixture},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6874--6883},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mignacco20a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MignaccoKLUZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MikkolaTJRK20,
author = {Petrus Mikkola and
Milica Todorovic and
Jari J{\"{a}}rvi and
Patrick Rinke and
Samuel Kaski},
title = {Projective Preferential Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6884--6892},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mikkola20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MikkolaTJRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MilacskiPL20,
author = {Zolt{\'{a}}n {\'{A}}d{\'{a}}m Milacski and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable
Data Steps for Video Processing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6893--6904},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/milacski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MilacskiPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerKRS20,
author = {John Miller and
Karl Krauth and
Benjamin Recht and
Ludwig Schmidt},
title = {The Effect of Natural Distribution Shift on Question Answering Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6905--6916},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/miller20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerKRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MillerMH20,
author = {John Miller and
Smitha Milli and
Moritz Hardt},
title = {Strategic Classification is Causal Modeling in Disguise},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6917--6926},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/miller20b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MillerMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MindererBHT20,
author = {Matthias Minderer and
Olivier Bachem and
Neil Houlsby and
Michael Tschannen},
title = {Automatic Shortcut Removal for Self-Supervised Representation Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6927--6937},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/minderer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MindererBHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Minervini0SGR20,
author = {Pasquale Minervini and
Sebastian Riedel and
Pontus Stenetorp and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {Learning Reasoning Strategies in End-to-End Differentiable Proving},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6938--6949},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/minervini20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Minervini0SGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirzasoleimanBL20,
author = {Baharan Mirzasoleiman and
Jeff A. Bilmes and
Jure Leskovec},
title = {Coresets for Data-efficient Training of Machine Learning Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6950--6960},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mirzasoleiman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirzasoleimanBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MisraHK020,
author = {Dipendra Misra and
Mikael Henaff and
Akshay Krishnamurthy and
John Langford},
title = {Kinematic State Abstraction and Provably Efficient Rich-Observation
Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6961--6971},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/misra20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MisraHK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MittalLGVSLMB20,
author = {Sarthak Mittal and
Alex Lamb and
Anirudh Goyal and
Vikram Voleti and
Murray Shanahan and
Guillaume Lajoie and
Michael Mozer and
Yoshua Bengio},
title = {Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural
Networks with Attention over Modules},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6972--6986},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mittal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MittalLGVSLMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MladenovCBSZB20,
author = {Martin Mladenov and
Elliot Creager and
Omer Ben{-}Porat and
Kevin Swersky and
Richard S. Zemel and
Craig Boutilier},
title = {Optimizing Long-term Social Welfare in Recommender Systems: {A} Constrained
Matching Approach},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6987--6998},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mladenov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MladenovCBSZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MonfaredD20,
author = {Zahra Monfared and
Daniel Durstewitz},
title = {Transformation of ReLU-based recurrent neural networks from discrete-time
to continuous-time},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6999--7009},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/monfared20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MonfaredD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MontasserGDS20,
author = {Omar Montasser and
Surbhi Goel and
Ilias Diakonikolas and
Nathan Srebro},
title = {Efficiently Learning Adversarially Robust Halfspaces with Noise},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7010--7021},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/montasser20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MontasserGDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MonteiroAAHF20,
author = {Jo{\~{a}}o Monteiro and
Isabela Albuquerque and
Jahangir Alam and
R. Devon Hjelm and
Tiago H. Falk},
title = {An end-to-end approach for the verification problem: learning the
right distance},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7022--7033},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/monteiro20a.html},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MonteiroAAHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MoonKSH20,
author = {Jooyoung Moon and
Jihyo Kim and
Younghak Shin and
Sangheum Hwang},
title = {Confidence-Aware Learning for Deep Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7034--7044},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/moon20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MoonKSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MoorHRB20,
author = {Michael Moor and
Max Horn and
Bastian Rieck and
Karsten M. Borgwardt},
title = {Topological Autoencoders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7045--7054},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/moor20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MoorHRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MoshkovitzDRF20,
author = {Michal Moshkovitz and
Sanjoy Dasgupta and
Cyrus Rashtchian and
Nave Frost},
title = {Explainable k-Means and k-Medians Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7055--7065},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/moshkovitz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MoshkovitzDRF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MozannarOS20,
author = {Hussein Mozannar and
Mesrob I. Ohannessian and
Nathan Srebro},
title = {Fair Learning with Private Demographic Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7066--7075},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mozannar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MozannarOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MozannarS20,
author = {Hussein Mozannar and
David A. Sontag},
title = {Consistent Estimators for Learning to Defer to an Expert},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7076--7087},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mozannar20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MozannarS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuehlebachJ20,
author = {Michael Muehlebach and
Michael I. Jordan},
title = {Continuous-time Lower Bounds for Gradient-based Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7088--7096},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/muehlebach20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MuehlebachJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MukherjeeYBS20,
author = {Debarghya Mukherjee and
Mikhail Yurochkin and
Moulinath Banerjee and
Yuekai Sun},
title = {Two Simple Ways to Learn Individual Fairness Metrics from Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7097--7107},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mukherjee20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MukherjeeYBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MulayoffM20,
author = {Rotem Mulayoff and
Tomer Michaeli},
title = {Unique Properties of Flat Minima in Deep Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7108--7118},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mulayoff20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MulayoffM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunosPLRVLTHOGA20,
author = {R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Jean{-}Baptiste Lespiau and
Mark Rowland and
Bart De Vylder and
Marc Lanctot and
Finbarr Timbers and
Daniel Hennes and
Shayegan Omidshafiei and
Audrunas Gruslys and
Mohammad Gheshlaghi Azar and
Edward Lockhart and
Karl Tuyls},
title = {Fast computation of Nash Equilibria in Imperfect Information Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7119--7129},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/munos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MunosPLRVLTHOGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuzellecJBC20,
author = {Boris Muzellec and
Julie Josse and
Claire Boyer and
Marco Cuturi},
title = {Missing Data Imputation using Optimal Transport},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7130--7140},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/muzellec20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MuzellecJBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NaLYWK20,
author = {Sen Na and
Yuwei Luo and
Zhuoran Yang and
Zhaoran Wang and
Mladen Kolar},
title = {Semiparametric Nonlinear Bipartite Graph Representation Learning with
Provable Guarantees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7141--7152},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/na20a.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NaLYWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NabiBS20,
author = {Razieh Nabi and
Rohit Bhattacharya and
Ilya Shpitser},
title = {Full Law Identification in Graphical Models of Missing Data: Completeness
Results},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7153--7163},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nabi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NabiBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NachmaniAW20,
author = {Eliya Nachmani and
Yossi Adi and
Lior Wolf},
title = {Voice Separation with an Unknown Number of Multiple Speakers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7164--7175},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nachmani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NachmaniAW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NaeemOUCY20,
author = {Muhammad Ferjad Naeem and
Seong Joon Oh and
Youngjung Uh and
Yunjey Choi and
Jaejun Yoo},
title = {Reliable Fidelity and Diversity Metrics for Generative Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7176--7185},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/naeem20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NaeemOUCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NagarajanBP20,
author = {Sai Ganesh Nagarajan and
David Balduzzi and
Georgios Piliouras},
title = {From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7186--7196},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nagarajan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NagarajanBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NagelABLB20,
author = {Markus Nagel and
Rana Ali Amjad and
Mart van Baalen and
Christos Louizos and
Tijmen Blankevoort},
title = {Up or Down? Adaptive Rounding for Post-Training Quantization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7197--7206},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nagel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NagelABLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NairSF20,
author = {Suraj Nair and
Silvio Savarese and
Chelsea Finn},
title = {Goal-Aware Prediction: Learning to Model What Matters},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7207--7219},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nair20a.html},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NairSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NashGEB20,
author = {Charlie Nash and
Yaroslav Ganin and
S. M. Ali Eslami and
Peter W. Battaglia},
title = {PolyGen: An Autoregressive Generative Model of 3D Meshes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7220--7229},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nash20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NashGEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NazarovB20,
author = {Ivan Nazarov and
Evgeny Burnaev},
title = {Bayesian Sparsification of Deep C-valued Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7230--7242},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nazarov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NazarovB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Neel0VW20,
author = {Seth Neel and
Aaron Roth and
Giuseppe Vietri and
Zhiwei Steven Wu},
title = {Oracle Efficient Private Non-Convex Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7243--7252},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/neel20a.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Neel0VW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NegiarDTGLFP20,
author = {Geoffrey N{\'{e}}giar and
Gideon Dresdner and
Alicia Y. Tsai and
Laurent El Ghaoui and
Francesco Locatello and
Robert Freund and
Fabian Pedregosa},
title = {Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7253--7262},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/negiar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NegiarDTGLFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NegreaD020,
author = {Jeffrey Negrea and
Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {In Defense of Uniform Convergence: Generalization via Derandomization
with an Application to Interpolating Predictors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7263--7272},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/negrea20a.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NegreaD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeklyudovWEV20,
author = {Kirill Neklyudov and
Max Welling and
Evgenii Egorov and
Dmitry P. Vetrov},
title = {Involutive {MCMC:} a Unifying Framework},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7273--7282},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/neklyudov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NeklyudovWEV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenCTA20,
author = {Tuan{-}Binh Nguyen and
J{\'{e}}r{\^{o}}me{-}Alexis Chevalier and
Bertrand Thirion and
Sylvain Arlot},
title = {Aggregation of Multiple Knockoffs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7283--7293},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenCTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenHSA20,
author = {Cuong V. Nguyen and
Tal Hassner and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
title = {{LEEP:} {A} New Measure to Evaluate Transferability of Learned Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7294--7305},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20b.html},
timestamp = {Sun, 22 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenHSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenM20,
author = {Hoang Nguyen and
Takanori Maehara},
title = {Graph Homomorphism Convolution},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7306--7316},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenO20,
author = {Vu Nguyen and
Michael A. Osborne},
title = {Knowing The What But Not The Where in Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7317--7326},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenSB20,
author = {Viet Anh Nguyen and
Nian Si and
Jose H. Blanchet},
title = {Robust Bayesian Classification Using An Optimistic Score Ratio},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7327--7337},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenT20,
author = {Lan Nguyen and
My T. Thai},
title = {Streaming k-Submodular Maximization under Noise subject to Size Constraint},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7338--7347},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nguyen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiculaeM20,
author = {Vlad Niculae and
Andr{\'{e}} F. T. Martins},
title = {LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured
Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7348--7359},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/niculae20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NiculaeM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NieKGDPPA20,
author = {Weili Nie and
Tero Karras and
Animesh Garg and
Shoubhik Debnath and
Anjul Patney and
Ankit B. Patel and
Animashree Anandkumar},
title = {Semi-Supervised StyleGAN for Disentanglement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7360--7369},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NieKGDPPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NockM20,
author = {Richard Nock and
Aditya Krishna Menon},
title = {Supervised learning: no loss no cry},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7370--7380},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nock20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NockM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NowakBR20,
author = {Alex Nowak and
Francis R. Bach and
Alessandro Rudi},
title = {Consistent Structured Prediction with Max-Min Margin Markov Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7381--7391},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nowak20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NowakBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ObukhovRGKDG20,
author = {Anton Obukhov and
Maxim V. Rakhuba and
Stamatios Georgoulis and
Menelaos Kanakis and
Dengxin Dai and
Luc Van Gool},
title = {T-Basis: a Compact Representation for Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7392--7404},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/obukhov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ObukhovRGKDG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OftadehSWS20,
author = {Reza Oftadeh and
Jiayi Shen and
Zhangyang Wang and
Dylan A. Shell},
title = {Eliminating the Invariance on the Loss Landscape of Linear Autoencoders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7405--7413},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/oftadeh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OftadehSWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhsakaM20,
author = {Naoto Ohsaka and
Tatsuya Matsuoka},
title = {On the (In)tractability of Computing Normalizing Constants for the
Product of Determinantal Point Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7414--7423},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ohsaka20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OhsakaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OtaOJMN20,
author = {Kei Ota and
Tomoaki Oiki and
Devesh K. Jha and
Toshisada Mariyama and
Daniel Nikovski},
title = {Can Increasing Input Dimensionality Improve Deep Reinforcement Learning?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7424--7433},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ota20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OtaOJMN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Oyallon20,
author = {Edouard Oyallon},
title = {Interferometric Graph Transform: a Deep Unsupervised Graph Representation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7434--7444},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/oyallon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Oyallon20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PacchianoPTCCJ20,
author = {Aldo Pacchiano and
Jack Parker{-}Holder and
Yunhao Tang and
Krzysztof Choromanski and
Anna Choromanska and
Michael I. Jordan},
title = {Learning to Score Behaviors for Guided Policy Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7445--7454},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pacchiano20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PacchianoPTCCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PakmanWMLP20,
author = {Ari Pakman and
Yueqi Wang and
Catalin Mitelut and
Jin Hyung Lee and
Liam Paninski},
title = {Neural Clustering Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7455--7465},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pakman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PakmanWMLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PalM20,
author = {Soumyabrata Pal and
Arya Mazumdar},
title = {Recovery of Sparse Signals from a Mixture of Linear Samples},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7466--7475},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PalM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanYLKJ0CL20,
author = {Boyuan Pan and
Yazheng Yang and
Kaizhao Liang and
Bhavya Kailkhura and
Zhongming Jin and
Xian{-}Sheng Hua and
Deng Cai and
Bo Li},
title = {Adversarial Mutual Information for Text Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7476--7486},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pan20a.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PanYLKJ0CL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParisottoSRPGJJ20,
author = {Emilio Parisotto and
H. Francis Song and
Jack W. Rae and
Razvan Pascanu and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Siddhant M. Jayakumar and
Max Jaderberg and
Rapha{\"{e}}l Lopez Kaufman and
Aidan Clark and
Seb Noury and
Matthew M. Botvinick and
Nicolas Heess and
Raia Hadsell},
title = {Stabilizing Transformers for Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7487--7498},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/parisotto20a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParisottoSRPGJJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkCZYY20,
author = {Jung Yeon Park and
Kenneth Theo Carr and
Stephan Zheng and
Yisong Yue and
Rose Yu},
title = {Multiresolution Tensor Learning for Efficient and Interpretable Spatial
Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7499--7509},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/park20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ParkCZYY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkHBKSLHH20,
author = {Seong{-}Jin Park and
Seungju Han and
Ji{-}Won Baek and
Insoo Kim and
Juhwan Song and
Haebeom Lee and
Jae{-}Joon Han and
Sung Ju Hwang},
title = {Meta Variance Transfer: Learning to Augment from the Others},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7510--7520},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/park20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ParkHBKSLHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkRWWZ20,
author = {Youngsuk Park and
Ryan A. Rossi and
Zheng Wen and
Gang Wu and
Handong Zhao},
title = {Structured Policy Iteration for Linear Quadratic Regulator},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7521--7531},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/park20c.html},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParkRWWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PatyC20,
author = {Fran{\c{c}}ois{-}Pierre Paty and
Marco Cuturi},
title = {Regularized Optimal Transport is Ground Cost Adversarial},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7532--7542},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/paty20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PatyC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PavseDHS20,
author = {Brahma S. Pavse and
Ishan Durugkar and
Josiah Hanna and
Peter Stone},
title = {Reducing Sampling Error in Batch Temporal Difference Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7543--7552},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pavse20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PavseDHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PedregosaS20,
author = {Fabian Pedregosa and
Damien Scieur},
title = {Acceleration through spectral density estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7553--7562},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pedregosa20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PedregosaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeharzLVS00BKG20,
author = {Robert Peharz and
Steven Lang and
Antonio Vergari and
Karl Stelzner and
Alejandro Molina and
Martin Trapp and
Guy Van den Broeck and
Kristian Kersting and
Zoubin Ghahramani},
title = {Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic
Circuits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7563--7574},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/peharz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PeharzLVS00BKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeiferSH20,
author = {Dylan Peifer and
Michael Eugene Stillman and
Daniel Halpern{-}Leistner},
title = {Learning Selection Strategies in Buchberger's Algorithm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7575--7585},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/peifer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PeiferSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PengP0Z20,
author = {Kainan Peng and
Wei Ping and
Zhao Song and
Kexin Zhao},
title = {Non-Autoregressive Neural Text-to-Speech},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7586--7598},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/peng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PengP0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerdomoZMH20,
author = {Juan C. Perdomo and
Tijana Zrnic and
Celestine Mendler{-}D{\"{u}}nner and
Moritz Hardt},
title = {Performative Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7599--7609},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/perdomo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PerdomoZMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerekrestenkoMB20,
author = {Dmytro Perekrestenko and
Stephan M{\"{u}}ller and
Helmut B{\"{o}}lcskei},
title = {Constructive Universal High-Dimensional Distribution Generation through
Deep ReLU Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7610--7619},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/perekrestenko20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PerekrestenkoMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerraultHWV20,
author = {Pierre Perrault and
Jennifer Healey and
Zheng Wen and
Michal Valko},
title = {Budgeted Online Influence Maximization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7620--7631},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/perrault20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PerraultHWV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PervezCG20,
author = {Adeel Pervez and
Taco Cohen and
Efstratios Gavves},
title = {Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7632--7640},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pervez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PervezCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PesmeDF20,
author = {Scott Pesme and
Aymeric Dieuleveut and
Nicolas Flammarion},
title = {On Convergence-Diagnostic based Step Sizes for Stochastic Gradient
Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7641--7651},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pesme20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PesmeDF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PetrenkoHKSK20,
author = {Aleksei Petrenko and
Zhehui Huang and
Tushar Kumar and
Gaurav S. Sukhatme and
Vladlen Koltun},
title = {Sample Factory: Egocentric 3D Control from Pixels at 100000 {FPS}
with Asynchronous Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7652--7662},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/petrenko20a.html},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PetrenkoHKSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PfetschP20,
author = {Marc E. Pfetsch and
Sebastian Pokutta},
title = {IPBoost - Non-Convex Boosting via Integer Programming},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7663--7672},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pfetsch20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PfetschP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhamLHPB20,
author = {Khiem Pham and
Khang Le and
Nhat Ho and
Tung Pham and
Hung Bui},
title = {On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7673--7682},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pham20a.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PhamLHPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PhanTHJSD20,
author = {NhatHai Phan and
My T. Thai and
Han Hu and
Ruoming Jin and
Tong Sun and
Dejing Dou},
title = {Scalable Differential Privacy with Certified Robustness in Adversarial
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7683--7694},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/phan20a.html},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PhanTHJSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PilanciE20,
author = {Mert Pilanci and
Tolga Ergen},
title = {Neural Networks are Convex Regularizers: Exact Polynomial-time Convex
Optimization Formulations for Two-layer Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7695--7705},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pilanci20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PilanciE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PingPZ020,
author = {Wei Ping and
Kainan Peng and
Kexin Zhao and
Zhao Song},
title = {WaveFlow: {A} Compact Flow-based Model for Raw Audio},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7706--7716},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ping20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PingPZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PinotERCA20,
author = {Rafael Pinot and
Raphael Ettedgui and
Geovani Rizk and
Yann Chevaleyre and
Jamal Atif},
title = {Randomization matters How to defend against strong adversarial attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7717--7727},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pinot20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PinotERCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PiratlaNS20,
author = {Vihari Piratla and
Praneeth Netrapalli and
Sunita Sarawagi},
title = {Efficient Domain Generalization via Common-Specific Low-Rank Decomposition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7728--7738},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/piratla20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PiratlaNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Pitas20,
author = {Konstantinos Pitas},
title = {Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field
Approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7739--7749},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pitas20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Pitas20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PitisCZSB20,
author = {Silviu Pitis and
Harris Chan and
Stephen Zhao and
Bradly C. Stadie and
Jimmy Ba},
title = {Maximum Entropy Gain Exploration for Long Horizon Multi-goal Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7750--7761},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pitis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PitisCZSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlumbTST20,
author = {Gregory Plumb and
Jonathan Terhorst and
Sriram Sankararaman and
Ameet Talwalkar},
title = {Explaining Groups of Points in Low-Dimensional Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7762--7771},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/plumb20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PlumbTST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PokuttaST20,
author = {Sebastian Pokutta and
Mohit Singh and
Alfredo Torrico},
title = {On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy
Adapts to Sharpness},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7772--7782},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pokutta20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PokuttaST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PongDLNBL20,
author = {Vitchyr Pong and
Murtaza Dalal and
Steven Lin and
Ashvin Nair and
Shikhar Bahl and
Sergey Levine},
title = {Skew-Fit: State-Covering Self-Supervised Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7783--7792},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pong20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PongDLNBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrilloE20,
author = {Sebastian Prillo and
Julian Martin Eisenschlos},
title = {SoftSort: {A} Continuous Relaxation for the argsort Operator},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7793--7802},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/prillo20a.html},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PrilloE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ProkhorenkovaS20,
author = {Liudmila Prokhorenkova and
Aleksandr Shekhovtsov},
title = {Graph-based Nearest Neighbor Search: From Practice to Theory},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7803--7813},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/prokhorenkova20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ProkhorenkovaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PydiJ20,
author = {Muni Sreenivas Pydi and
Varun S. Jog},
title = {Adversarial Risk via Optimal Transport and Optimal Couplings},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7814--7823},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pydi20a.html},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PydiJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiYWMM20,
author = {Haozhi Qi and
Chong You and
Xiaolong Wang and
Yi Ma and
Jitendra Malik},
title = {Deep Isometric Learning for Visual Recognition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7824--7835},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/qi20a.html},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiYWMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QianZCHC20,
author = {Kaizhi Qian and
Yang Zhang and
Shiyu Chang and
Mark Hasegawa{-}Johnson and
David D. Cox},
title = {Unsupervised Speech Decomposition via Triple Information Bottleneck},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7836--7846},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/qian20a.html},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QianZCHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiaoLKL20,
author = {Yi{-}Ling Qiao and
Junbang Liang and
Vladlen Koltun and
Ming C. Lin},
title = {Scalable Differentiable Physics for Learning and Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7847--7856},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/qiao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiaoLKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiuWY20,
author = {Shuang Qiu and
Xiaohan Wei and
Zhuoran Yang},
title = {Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal
Statistical Rate and Global Landscape Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7857--7866},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/qiu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiuWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QuGXT20,
author = {Meng Qu and
Tianyu Gao and
Louis{-}Pascal A. C. Xhonneux and
Jian Tang},
title = {Few-shot Relation Extraction via Bayesian Meta-learning on Relation
Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7867--7876},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/qu20a.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QuGXT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QuinnNR0V20,
author = {Thomas P. Quinn and
Dang Nguyen and
Santu Rana and
Sunil Gupta and
Svetha Venkatesh},
title = {DeepCoDA: personalized interpretability for compositional health data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7877--7886},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/quinn20a.html},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QuinnNR0V20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RafieyY20,
author = {Akbar Rafiey and
Yuichi Yoshida},
title = {Fast and Private Submodular and k-Submodular Functions Maximization
with Matroid Constraints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7887--7897},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rafiey20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RafieyY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RafiqueWLS20,
author = {Hassan Rafique and
Tong Wang and
Qihang Lin and
Arshia Singhani},
title = {Transparency Promotion with Model-Agnostic Linear Competitors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7898--7908},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rafique20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RafiqueWLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaghunathanXYDL20,
author = {Aditi Raghunathan and
Sang Michael Xie and
Fanny Yang and
John C. Duchi and
Percy Liang},
title = {Understanding and Mitigating the Tradeoff between Robustness and Accuracy},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7909--7919},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/raghunathan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaghunathanXYDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaileanuGSF20,
author = {Roberta Raileanu and
Maxwell Goldstein and
Arthur Szlam and
Rob Fergus},
title = {Fast Adaptation to New Environments via Policy-Dynamics Value Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7920--7931},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/raileanu20a.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaileanuGSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajBL20,
author = {Ankit Raj and
Yoram Bresler and
Bo Li},
title = {Improving Robustness of Deep-Learning-Based Image Reconstruction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7932--7942},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/raj20a.html},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RajBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajagopalVVB20,
author = {Aditya Rajagopal and
Diederik Adriaan Vink and
Stylianos I. Venieris and
Christos{-}Savvas Bouganis},
title = {Multi-Precision Policy Enforced Training (MuPPET) : {A} Precision-Switching
Strategy for Quantised Fixed-Point Training of CNNs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7943--7952},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rajagopal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RajagopalVVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajeswaranMK20,
author = {Aravind Rajeswaran and
Igor Mordatch and
Vikash Kumar},
title = {A Game Theoretic Framework for Model Based Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7953--7963},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rajeswaran20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RajeswaranMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajputGP20,
author = {Shashank Rajput and
Anant Gupta and
Dimitris S. Papailiopoulos},
title = {Closing the convergence gap of {SGD} without replacement},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7964--7973},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rajput20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RajputGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RakhshaRD0S20,
author = {Amin Rakhsha and
Goran Radanovic and
Rati Devidze and
Xiaojin Zhu and
Adish Singla},
title = {Policy Teaching via Environment Poisoning: Training-time Adversarial
Attacks against Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7974--7984},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rakhsha20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RakhshaRD0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RatzlaffBLX20,
author = {Neale Ratzlaff and
Qinxun Bai and
Fuxin Li and
Wei Xu},
title = {Implicit Generative Modeling for Efficient Exploration},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7985--7995},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ratzlaff20a.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RatzlaffBLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ravanbakhsh20,
author = {Siamak Ravanbakhsh},
title = {Universal Equivariant Multilayer Perceptrons},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7996--8006},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ravanbakhsh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Ravanbakhsh20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RealLSL20,
author = {Esteban Real and
Chen Liang and
David R. So and
Quoc V. Le},
title = {AutoML-Zero: Evolving Machine Learning Algorithms From Scratch},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8007--8019},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/real20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RealLSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReddyDLLL20,
author = {Siddharth Reddy and
Anca D. Dragan and
Sergey Levine and
Shane Legg and
Jan Leike},
title = {Learning Human Objectives by Evaluating Hypothetical Behavior},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8020--8029},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/reddy20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ReddyDLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReeveK20,
author = {Henry W. J. Reeve and
Ata Kab{\'{a}}n},
title = {Optimistic Bounds for Multi-output Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8030--8040},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/reeve20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ReeveK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RegolPZC20,
author = {Florence Regol and
Soumyasundar Pal and
Yingxue Zhang and
Mark Coates},
title = {Active Learning on Attributed Graphs via Graph Cognizant Logistic
Regression and Preemptive Query Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8041--8050},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/regol20a.html},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RegolPZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ren0S20,
author = {Wenbo Ren and
Jia Liu and
Ness B. Shroff},
title = {The Sample Complexity of Best-k Items Selection from Pairwise Comparisons},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8051--8072},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ren20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Ren0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RendsburgHL20,
author = {Luca Rendsburg and
Holger Heidrich and
Ulrike von Luxburg},
title = {NetGAN without {GAN:} From Random Walks to Low-Rank Approximations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8073--8082},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rendsburg20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RendsburgHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendePRAKSC20,
author = {Danilo Jimenez Rezende and
George Papamakarios and
S{\'{e}}bastien Racani{\`{e}}re and
Michael S. Albergo and
Gurtej Kanwar and
Phiala E. Shanahan and
Kyle Cranmer},
title = {Normalizing Flows on Tori and Spheres},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8083--8092},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rezende20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RezendePRAKSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RiceWK20,
author = {Leslie Rice and
Eric Wong and
J. Zico Kolter},
title = {Overfitting in adversarially robust deep learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8093--8104},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rice20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RiceWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RichardsRR20,
author = {Dominic Richards and
Patrick Rebeschini and
Lorenzo Rosasco},
title = {Decentralised Learning with Random Features and Distributed Gradient
Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8105--8115},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/richards20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RichardsRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RiegerSMY20,
author = {Laura Rieger and
Chandan Singh and
W. James Murdoch and
Bin Yu},
title = {Interpretations are Useful: Penalizing Explanations to Align Neural
Networks with Prior Knowledge},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8116--8126},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rieger20a.html},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RiegerSMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RobinsonJS20,
author = {Joshua Robinson and
Stefanie Jegelka and
Suvrit Sra},
title = {Strength from Weakness: Fast Learning Using Weak Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8127--8136},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/robinson20a.html},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RobinsonJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Rockova20,
author = {Veronika Rockov{\'{a}}},
title = {On Semi-parametric Inference for {BART}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8137--8146},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rockova20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Rockova20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RohLWS20,
author = {Yuji Roh and
Kangwook Lee and
Steven Whang and
Changho Suh},
title = {FR-Train: {A} Mutual Information-Based Approach to Fair and Robust
Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8147--8157},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/roh20a.html},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RohLWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RolfSDLBHB20,
author = {Esther Rolf and
Max Simchowitz and
Sarah Dean and
Lydia T. Liu and
Daniel Bj{\"{o}}rkegren and
Moritz Hardt and
Joshua Blumenstock},
title = {Balancing Competing Objectives with Noisy Data: Score-Based Classifiers
for Welfare-Aware Machine Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8158--8168},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rolf20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RolfSDLBHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RollandEKC20,
author = {Paul Rolland and
Armin Eftekhari and
Ali Kavis and
Volkan Cevher},
title = {Double-Loop Unadjusted Langevin Algorithm},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8169--8177},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rolland20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RollandEKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RolnickK20,
author = {David Rolnick and
Konrad P. Kording},
title = {Reverse-engineering deep ReLU networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8178--8187},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rolnick20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RolnickK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RomeroB20,
author = {Orlando Romero and
Mouhacine Benosman},
title = {Finite-Time Convergence in Continuous-Time Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8200--8209},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/romero20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RomeroB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RomeroBTH20,
author = {David W. Romero and
Erik J. Bekkers and
Jakub M. Tomczak and
Mark Hoogendoorn},
title = {Attentive Group Equivariant Convolutional Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8188--8199},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/romero20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RomeroBTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosenfeldOS20,
author = {Nir Rosenfeld and
Kojin Oshiba and
Yaron Singer},
title = {Predicting Choice with Set-Dependent Aggregation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8220--8229},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rosenfeld20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RosenfeldOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosenfeldWRK20,
author = {Elan Rosenfeld and
Ezra Winston and
Pradeep Ravikumar and
J. Zico Kolter},
title = {Certified Robustness to Label-Flipping Attacks via Randomized Smoothing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8230--8241},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rosenfeld20b.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RosenfeldWRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothMSGOC20,
author = {Karsten Roth and
Timo Milbich and
Samarth Sinha and
Prateek Gupta and
Bj{\"{o}}rn Ommer and
Joseph Paul Cohen},
title = {Revisiting Training Strategies and Generalization Performance in Deep
Metric Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8242--8252},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/roth20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RothMSGOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothchildPUISB020,
author = {Daniel Rothchild and
Ashwinee Panda and
Enayat Ullah and
Nikita Ivkin and
Ion Stoica and
Vladimir Braverman and
Joseph Gonzalez and
Raman Arora},
title = {FetchSGD: Communication-Efficient Federated Learning with Sketching},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8253--8265},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rothchild20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RothchildPUISB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Rozhon20,
author = {V{\'{a}}clav Rozhon},
title = {Simple and sharp analysis of k-means{\(\vert\)}{\(\vert\)}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8266--8275},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rozhon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Rozhon20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RuANOR20,
author = {Bin Xin Ru and
Ahsan S. Alvi and
Vu Nguyen and
Michael A. Osborne and
Stephen J. Roberts},
title = {Bayesian Optimisation over Multiple Continuous and Categorical Inputs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8276--8285},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ru20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RuANOR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RudnerSG20,
author = {Tim G. J. Rudner and
Dino Sejdinovic and
Yarin Gal},
title = {Inter-domain Deep Gaussian Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8286--8294},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rudner20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RudnerSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RyaliHGK20,
author = {Chaitanya K. Ryali and
John J. Hopfield and
Leopold Grinberg and
Dmitry Krotov},
title = {Bio-Inspired Hashing for Unsupervised Similarity Search},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8295--8306},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ryali20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RyaliHGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaadatpanahSG20,
author = {Parsa Saadatpanah and
Ali Shafahi and
Tom Goldstein},
title = {Adversarial Attacks on Copyright Detection Systems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8307--8315},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saadatpanah20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SaadatpanahSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SabatoY20,
author = {Sivan Sabato and
Elad Yom{-}Tov},
title = {Bounding the fairness and accuracy of classifiers from population
statistics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8316--8325},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sabato20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SabatoY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SablayrollesDSJ20,
author = {Alexandre Sablayrolles and
Matthijs Douze and
Cordelia Schmid and
Herv{\'{e}} J{\'{e}}gou},
title = {Radioactive data: tracing through training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8326--8335},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sablayrolles20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SablayrollesDSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaeedPU20,
author = {Basil Saeed and
Snigdha Panigrahi and
Caroline Uhler},
title = {Causal Structure Discovery from Distributions Arising from Mixtures
of DAGs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8336--8345},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saeed20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SaeedPU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SagawaRKL20,
author = {Shiori Sagawa and
Aditi Raghunathan and
Pang Wei Koh and
Percy Liang},
title = {An Investigation of Why Overparameterization Exacerbates Spurious
Correlations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8346--8356},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sagawa20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SagawaRKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaG20,
author = {Aadirupa Saha and
Aditya Gopalan},
title = {From {PAC} to Instance-Optimal Sample Complexity in the Plackett-Luce
Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8367--8376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saha20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SahaG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaGV20,
author = {Aadirupa Saha and
Pierre Gaillard and
Michal Valko},
title = {Improved Sleeping Bandits with Stochastic Action Sets and Adversarial
Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8357--8366},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saha20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SahaGV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaSMDMT20,
author = {Debjani Saha and
Candice Schumann and
Duncan C. McElfresh and
John P. Dickerson and
Michelle L. Mazurek and
Michael Carl Tschantz},
title = {Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8377--8387},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saha20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SahaSMDMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahinBB020,
author = {Aytunc Sahin and
Yatao Bian and
Joachim M. Buhmann and
Andreas Krause},
title = {From Sets to Multisets: Provable Variational Inference for Probabilistic
Integer Submodular Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8388--8397},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sahin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SahinBB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaitoY20,
author = {Yuta Saito and
Shota Yasui},
title = {Counterfactual Cross-Validation: Stable Model Selection Procedure
for Causal Inference Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8398--8407},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saito20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SaitoY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SakryukinRK20,
author = {Andrey Sakryukin and
Chedy Ra{\"{\i}}ssi and
Mohan S. Kankanhalli},
title = {Inferring {DQN} structure for high-dimensional continuous control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8408--8416},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sakryukin20a.html},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SakryukinRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalehiAH20,
author = {Fariborz Salehi and
Ehsan Abbasi and
Babak Hassibi},
title = {The Performance Analysis of Generalized Margin Maximizers on Separable
Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8417--8426},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/salehi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalehiAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Salgia0V20,
author = {Sudeep Salgia and
Qing Zhao and
Sattar Vakili},
title = {Stochastic Coordinate Minimization with Progressive Precision for
Stochastic Convex Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8427--8437},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/salgia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Salgia0V20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalinasSP20,
author = {David Salinas and
Huibin Shen and
Valerio Perrone},
title = {A Quantile-based Approach for Hyperparameter Transfer Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8438--8448},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/salinas20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalinasSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalomoneQKVT20,
author = {Robert Salomone and
Matias Quiroz and
Robert Kohn and
Mattias Villani and
Minh{-}Ngoc Tran},
title = {Spectral Subsampling {MCMC} for Stationary Time Series},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8449--8458},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/salomone20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalomoneQKVT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sanchez-Gonzalez20,
author = {Alvaro Sanchez{-}Gonzalez and
Jonathan Godwin and
Tobias Pfaff and
Rex Ying and
Jure Leskovec and
Peter W. Battaglia},
title = {Learning to Simulate Complex Physics with Graph Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8459--8468},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sanchez-gonzalez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Sanchez-Gonzalez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SankararamanD0H20,
author = {Karthik Abinav Sankararaman and
Soham De and
Zheng Xu and
W. Ronny Huang and
Tom Goldstein},
title = {The Impact of Neural Network Overparameterization on Gradient Confusion
and Stochastic Gradient Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8469--8479},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sankararaman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SankararamanD0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SarafianSLAK20,
author = {Elad Sarafian and
Mor Sinay and
Yoram Louzoun and
Noa Agmon and
Sarit Kraus},
title = {Explicit Gradient Learning for Black-Box Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8480--8490},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sarafian20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SarafianSLAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SastryO20,
author = {Chandramouli Shama Sastry and
Sageev Oore},
title = {Detecting Out-of-Distribution Examples with Gram Matrices},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8491--8501},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sastry20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SastryO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SatijaAP20,
author = {Harsh Satija and
Philip Amortila and
Joelle Pineau},
title = {Constrained Markov Decision Processes via Backward Value Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8502--8511},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/satija20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SatijaAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaunshiZKA20,
author = {Nikunj Saunshi and
Yi Zhang and
Mikhail Khodak and
Sanjeev Arora},
title = {A Sample Complexity Separation between Non-Convex and Convex Meta-Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8512--8521},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/saunshi20a.html},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SaunshiZKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScetbonH20,
author = {Meyer Scetbon and
Za{\"{\i}}d Harchaoui},
title = {Harmonic Decompositions of Convolutional Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8522--8532},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/scetbon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ScetbonH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchaferZA20,
author = {Florian Sch{\"{a}}fer and
Hongkai Zheng and
Animashree Anandkumar},
title = {Implicit competitive regularization in GANs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8533--8544},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/schaefer20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchaferZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchmittHS20,
author = {Simon Schmitt and
Matteo Hessel and
Karen Simonyan},
title = {Off-Policy Actor-Critic with Shared Experience Replay},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8545--8554},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/schmitt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchmittHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScialomDLPS20,
author = {Thomas Scialom and
Paul{-}Alexis Dray and
Sylvain Lamprier and
Benjamin Piwowarski and
Jacopo Staiano},
title = {Discriminative Adversarial Search for Abstractive Summarization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8555--8564},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/scialom20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ScialomDLPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScieurP20,
author = {Damien Scieur and
Fabian Pedregosa},
title = {Universal Asymptotic Optimality of Polyak Momentum},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8565--8572},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/scieur20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ScieurP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeddikLTC20,
author = {Mohamed El Amine Seddik and
Cosme Louart and
Mohamed Tamaazousti and
Romain Couillet},
title = {Random Matrix Theory Proves that Deep Learning Representations of
GAN-data Behave as Gaussian Mixtures},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8573--8582},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/seddik20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SeddikLTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SekarRDAHP20,
author = {Ramanan Sekar and
Oleh Rybkin and
Kostas Daniilidis and
Pieter Abbeel and
Danijar Hafner and
Deepak Pathak},
title = {Planning to Explore via Self-Supervised World Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8583--8592},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sekar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SekarRDAHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShanahanNCKBG20,
author = {Murray Shanahan and
Kyriacos Nikiforou and
Antonia Creswell and
Christos Kaplanis and
David G. T. Barrett and
Marta Garnelo},
title = {An Explicitly Relational Neural Network Architecture},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8593--8603},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shanahan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShanahanNCKBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShaniE0M20,
author = {Lior Shani and
Yonathan Efroni and
Aviv Rosenberg and
Shie Mannor},
title = {Optimistic Policy Optimization with Bandit Feedback},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8604--8613},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShaniE0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shankar020,
author = {Tanmay Shankar and
Abhinav Gupta},
title = {Learning Robot Skills with Temporal Variational Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8624--8633},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Shankar020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarFGFRSR20,
author = {Vaishaal Shankar and
Alex Fang and
Wenshuo Guo and
Sara Fridovich{-}Keil and
Jonathan Ragan{-}Kelley and
Ludwig Schmidt and
Benjamin Recht},
title = {Neural Kernels Without Tangents},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8614--8623},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarFGFRSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarRMFRS20,
author = {Vaishaal Shankar and
Rebecca Roelofs and
Horia Mania and
Alex Fang and
Benjamin Recht and
Ludwig Schmidt},
title = {Evaluating Machine Accuracy on ImageNet},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8634--8644},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shankar20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShankarRMFRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShaoTPT0020,
author = {Wenqi Shao and
Shitao Tang and
Xingang Pan and
Ping Tan and
Xiaogang Wang and
Ping Luo},
title = {Channel Equilibrium Networks for Learning Deep Representation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8645--8654},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShaoTPT0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShaoYSZLLWA20,
author = {Huajie Shao and
Shuochao Yao and
Dachun Sun and
Aston Zhang and
Shengzhong Liu and
Dongxin Liu and
Jun Wang and
Tarek F. Abdelzaher},
title = {ControlVAE: Controllable Variational Autoencoder},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8655--8664},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shao20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShaoYSZLLWA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SharJ20,
author = {Ibrahim El Shar and
Daniel R. Jiang},
title = {Lookahead-Bounded Q-learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8665--8675},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SharJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShavitEA20,
author = {Yonadav Shavit and
Benjamin L. Edelman and
Brian Axelrod},
title = {Causal Strategic Linear Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8676--8686},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shavit20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShavitEA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShekharJG20,
author = {Shubhanshu Shekhar and
Tara Javidi and
Mohammad Ghavamzadeh},
title = {Adaptive Sampling for Estimating Probability Distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8687--8696},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shekhar20a.html},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShekharJG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenHLM20,
author = {Zhengyang Shen and
Lingshen He and
Zhouchen Lin and
Jinwen Ma},
title = {PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8697--8706},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenHLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenLJWZ20,
author = {Qianli Shen and
Yan Li and
Haoming Jiang and
Zhaoran Wang and
Tuo Zhao},
title = {Deep Reinforcement Learning with Robust and Smooth Policy},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8707--8718},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20b.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenLJWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenMBJ20,
author = {Tianxiao Shen and
Jonas Mueller and
Regina Barzilay and
Tommi S. Jaakkola},
title = {Educating Text Autoencoders: Latent Representation Guidance via Denoising},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8719--8729},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20c.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenMBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenWVS20,
author = {Cong Shen and
Zhiyang Wang and
Sofia S. Villar and
Mihaela van der Schaar},
title = {Learning for Dose Allocation in Adaptive Clinical Trials with Safety
Constraints},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8730--8740},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20d.html},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenWVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenYGMK20,
author = {Sheng Shen and
Zhewei Yao and
Amir Gholami and
Michael W. Mahoney and
Kurt Keutzer},
title = {PowerNorm: Rethinking Batch Normalization in Transformers},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8741--8751},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenYGMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenYSD20,
author = {Yanyao Shen and
Hsiang{-}Fu Yu and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {Extreme Multi-label Classification from Aggregated Labels},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8752--8762},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenYSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShengD20,
author = {Yue Sheng and
Edgar Dobriban},
title = {One-shot Distributed Ridge Regression in High Dimensions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8763--8772},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sheng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShengD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShevchenkoM20,
author = {Alexander Shevchenko and
Marco Mondelli},
title = {Landscape Connectivity and Dropout Stability of {SGD} Solutions for
Over-parameterized Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8773--8784},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shevchenko20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShevchenkoM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiBS20,
author = {Kensen Shi and
David Bieber and
Charles Sutton},
title = {Incremental Sampling Without Replacement for Sequence Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8785--8795},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShiBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiL20,
author = {Yunpeng Shi and
Gilad Lerman},
title = {Message Passing Least Squares Framework and its Application to Rotation
Synchronization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8796--8806},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiWSLL20,
author = {Chengchun Shi and
Runzhe Wan and
Rui Song and
Wenbin Lu and
Ling Leng},
title = {Does the Markov Decision Process Fit the Data: Testing for the Markov
Property in Sequential Decision Making},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8807--8817},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20c.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiWSLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiXG0T20,
author = {Chence Shi and
Minkai Xu and
Hongyu Guo and
Ming Zhang and
Jian Tang},
title = {A Graph to Graphs Framework for Retrosynthesis Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8818--8827},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20d.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShiXG0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiZDZMW20,
author = {Baifeng Shi and
Dinghuai Zhang and
Qi Dai and
Zhanxing Zhu and
Yadong Mu and
Jingdong Wang},
title = {Informative Dropout for Robust Representation Learning: {A} Shape-bias
Perspective},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8828--8839},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20e.html},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShiZDZMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiZM020,
author = {Wenxian Shi and
Hao Zhou and
Ning Miao and
Lei Li},
title = {Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8840--8851},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shi20f.html},
timestamp = {Sat, 05 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiZM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShinRR20,
author = {Jaehyeok Shin and
Aaditya Ramdas and
Alessandro Rinaldo},
title = {On Conditional Versus Marginal Bias in Multi-Armed Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8852--8861},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShinRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuNCPTGEB20,
author = {Rui Shu and
Tung Nguyen and
Yinlam Chow and
Tuan Pham and
Khoat Than and
Mohammad Ghavamzadeh and
Stefano Ermon and
Hung H. Bui},
title = {Predictive Coding for Locally-Linear Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8862--8871},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shu20a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShuNCPTGEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuvoYBH20,
author = {Salman Sadiq Shuvo and
Yasin Yilmaz and
Alan Bush and
Mark Hafen},
title = {A Markov Decision Process Model for Socio-Economic Systems Impacted
by Climate Change},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8872--8883},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shuvo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShuvoYBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiZZB20,
author = {Nian Si and
Fan Zhang and
Zhengyuan Zhou and
Jose H. Blanchet},
title = {Distributionally Robust Policy Evaluation and Learning in Offline
Contextual Bandits},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8884--8894},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/si20a.html},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SiZZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiahkamariGKS20,
author = {Ali Siahkamari and
Aditya Gangrade and
Brian Kulis and
Venkatesh Saligrama},
title = {Piecewise Linear Regression via a Difference of Convex Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8895--8904},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/siahkamari20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SiahkamariGKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiddiqueWZ20,
author = {Umer Siddique and
Paul Weng and
Matthieu Zimmer},
title = {Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning
with Average and Discounted Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8905--8915},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/siddique20a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiddiqueWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SidenL20,
author = {Per Sid{\'{e}}n and
Fredrik Lindsten},
title = {Deep Gaussian Markov Random Fields},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8916--8926},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/siden20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SidenL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimZCL20,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Mun Choon Chan and
Bryan Kian Hsiang Low},
title = {Collaborative Machine Learning with Incentive-Aware Model Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8927--8936},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sim20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimZCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimchowitzF20,
author = {Max Simchowitz and
Dylan J. Foster},
title = {Naive Exploration is Optimal for Online {LQR}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8937--8948},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/simchowitz20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimchowitzF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimmH20,
author = {Gregor N. C. Simm and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
title = {A Generative Model for Molecular Distance Geometry},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8949--8958},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/simm20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimmH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimmPH20,
author = {Gregor N. C. Simm and
Robert Pinsler and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
title = {Reinforcement Learning for Molecular Design Guided by Quantum Mechanics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8959--8969},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/simm20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimmPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimsekliZTG20,
author = {Umut Simsekli and
Lingjiong Zhu and
Yee Whye Teh and
Mert G{\"{u}}rb{\"{u}}zbalaban},
title = {Fractional Underdamped Langevin Dynamics: Retargeting {SGD} with Momentum
under Heavy-Tailed Gradient Noise},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8970--8980},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/simsekli20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimsekliZTG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinhaOZMDT20,
author = {Aman Sinha and
Matthew O'Kelly and
Hongrui Zheng and
Rahul Mangharam and
John C. Duchi and
Russ Tedrake},
title = {FormulaZero: Distributionally Robust Online Adaptation via Offline
Population Synthesis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8992--9004},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sinha20a.html},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SinhaOZMDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinhaZGBLO20,
author = {Samarth Sinha and
Han Zhang and
Anirudh Goyal and
Yoshua Bengio and
Hugo Larochelle and
Augustus Odena},
title = {Small-GAN: Speeding up {GAN} Training using Core-Sets},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9005--9015},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sinha20b.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinhaZGBLO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sipple20,
author = {John Sipple},
title = {Interpretable, Multidimensional, Multimodal Anomaly Detection with
Negative Sampling for Detection of Device Failure},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9016--9025},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sipple20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Sipple20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SivakumarWB20,
author = {Vidyashankar Sivakumar and
Zhiwei Steven Wu and
Arindam Banerjee},
title = {Structured Linear Contextual Bandits: {A} Sharp and Geometric Smoothed
Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9026--9035},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sivakumar20a.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SivakumarWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SivaprasadMVJF20,
author = {Prabhu Teja Sivaprasad and
Florian Mai and
Thijs Vogels and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
title = {Optimizer Benchmarking Needs to Account for Hyperparameter Tuning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9036--9045},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sivaprasad20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SivaprasadMVJF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SixtGL20,
author = {Leon Sixt and
Maximilian Granz and
Tim Landgraf},
title = {When Explanations Lie: Why Many Modified {BP} Attributions Fail},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9046--9057},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sixt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SixtGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SmithED20,
author = {Samuel L. Smith and
Erich Elsen and
Soham De},
title = {On the Generalization Benefit of Noise in Stochastic Gradient Descent},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9058--9067},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/smith20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SmithED20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SmyrnisM20,
author = {Georgios Smyrnis and
Petros Maragos},
title = {Multiclass Neural Network Minimization via Tropical Newton Polytope
Approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9068--9077},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/smyrnis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SmyrnisM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongE20,
author = {Jiaming Song and
Stefano Ermon},
title = {Bridging the Gap Between f-GANs and Wasserstein GANs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9078--9087},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/song20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongMSG20,
author = {Yuda Song and
Aditi Mavalankar and
Wen Sun and
Sicun Gao},
title = {Provably Efficient Model-based Policy Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9088--9098},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/song20b.html},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongMSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SpurekWTZZT20,
author = {Przemyslaw Spurek and
Sebastian Winczowski and
Jacek Tabor and
Maciej Zamorski and
Maciej Zieba and
Tomasz Trzcinski},
title = {Hypernetwork approach to generating point clouds},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9099--9108},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/spurek20a.html},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SpurekWTZZT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SrivastavaHL20,
author = {Megha Srivastava and
Tatsunori B. Hashimoto and
Percy Liang},
title = {Robustness to Spurious Correlations via Human Annotations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9109--9119},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/srivastava20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SrivastavaHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StandleyZCGMS20,
author = {Trevor Standley and
Amir Zamir and
Dawn Chen and
Leonidas J. Guibas and
Jitendra Malik and
Silvio Savarese},
title = {Which Tasks Should Be Learned Together in Multi-task Learning?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9120--9132},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/standley20a.html},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StandleyZCGMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StookeAA20,
author = {Adam Stooke and
Joshua Achiam and
Pieter Abbeel},
title = {Responsive Safety in Reinforcement Learning by {PID} Lagrangian Methods},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9133--9143},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/stooke20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/StookeAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StratosW20,
author = {Karl Stratos and
Sam Wiseman},
title = {Learning Discrete Structured Representations by Adversarially Maximizing
Mutual Information},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9144--9154},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/stratos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/StratosW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Stutz0S20,
author = {David Stutz and
Matthias Hein and
Bernt Schiele},
title = {Confidence-Calibrated Adversarial Training: Generalizing to Unseen
Attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9155--9166},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/stutz20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Stutz0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuDKD20,
author = {Yi Su and
Maria Dimakopoulou and
Akshay Krishnamurthy and
Miroslav Dud{\'{\i}}k},
title = {Doubly robust off-policy evaluation with shrinkage},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9167--9176},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/su20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuDKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuJGC20,
author = {Xin Su and
Yizhou Jiang and
Shangqi Guo and
Feng Chen},
title = {Task Understanding from Confusing Multi-task Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9177--9186},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/su20b.html},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuJGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuOLSB20,
author = {Dijia Su and
Jayden Ooi and
Tyler Lu and
Dale Schuurmans and
Craig Boutilier},
title = {ConQUR: Mitigating Delusional Bias in Deep Q-Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9187--9195},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/su20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuOLSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuSK20,
author = {Yi Su and
Pavithra Srinath and
Akshay Krishnamurthy},
title = {Adaptive Estimator Selection for Off-Policy Evaluation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9196--9205},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/su20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuchRLSC20,
author = {Felipe Petroski Such and
Aditya Rawal and
Joel Lehman and
Kenneth O. Stanley and
Jeffrey Clune},
title = {Generative Teaching Networks: Accelerating Neural Architecture Search
by Learning to Generate Synthetic Training Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9206--9216},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/such20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuchRLSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunLH20,
author = {Haoran Sun and
Songtao Lu and
Mingyi Hong},
title = {Improving the Sample and Communication Complexity for Decentralized
Non-Convex Optimization: Joint Gradient Estimation and Tracking},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9217--9228},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sun20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunWLMEH20,
author = {Yu Sun and
Xiaolong Wang and
Zhuang Liu and
John Miller and
Alexei A. Efros and
Moritz Hardt},
title = {Test-Time Training with Self-Supervision for Generalization under
Distribution Shifts},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9229--9248},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sun20b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunWLMEH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunY20,
author = {Zhiqing Sun and
Yiming Yang},
title = {An {EM} Approach to Non-autoregressive Conditional Sequence Generation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9249--9258},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sun20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SundararajanDA20,
author = {Mukund Sundararajan and
Kedar Dhamdhere and
Ashish Agarwal},
title = {The Shapley Taylor Interaction Index},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9259--9268},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sundararajan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SundararajanDA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SundararajanN20,
author = {Mukund Sundararajan and
Amir Najmi},
title = {The Many Shapley Values for Model Explanation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9269--9278},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sundararajan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SundararajanN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuzukiTTSK20,
author = {Shinya Suzuki and
Shion Takeno and
Tomoyuki Tamura and
Kazuki Shitara and
Masayuki Karasuyama},
title = {Multi-objective Bayesian Optimization using Pareto-frontier Entropy},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9279--9288},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/suzuki20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuzukiTTSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SwiatkowskiRVTD20,
author = {Jakub Swiatkowski and
Kevin Roth and
Bastiaan S. Veeling and
Linh Tran and
Joshua V. Dillon and
Jasper Snoek and
Stephan Mandt and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
Mean Field Posteriors in Bayesian Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9289--9299},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/swiatkowski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SwiatkowskiRVTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SykoraRU20,
author = {Quinlan Sykora and
Mengye Ren and
Raquel Urtasun},
title = {Multi-Agent Routing Value Iteration Network},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9300--9310},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sykora20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SykoraRU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TagasovskaCV20,
author = {Natasa Tagasovska and
Val{\'{e}}rie Chavez{-}Demoulin and
Thibault Vatter},
title = {Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile
Causal Discovery},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9311--9323},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tagasovska20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TagasovskaCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaheriMHP20,
author = {Hossein Taheri and
Aryan Mokhtari and
Hamed Hassani and
Ramtin Pedarsani},
title = {Quantized Decentralized Stochastic Learning over Directed Graphs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9324--9333},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/taheri20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaheriMHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakenoFTKSTK20,
author = {Shion Takeno and
Hitoshi Fukuoka and
Yuhki Tsukada and
Toshiyuki Koyama and
Motoki Shiga and
Ichiro Takeuchi and
Masayuki Karasuyama},
title = {Multi-fidelity Bayesian Optimization with Max-value Entropy Search
and its Parallelization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9334--9345},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/takeno20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TakenoFTKSTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TamD20,
author = {Edric Tam and
David B. Dunson},
title = {Fiedler Regularization: Learning Neural Networks with Graph Sparsity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9346--9355},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tam20a.html},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TamD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanM20,
author = {Chong Min John Tan and
Mehul Motani},
title = {DropNet: Reducing Neural Network Complexity via Iterative Pruning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9356--9366},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TanM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tang0F20,
author = {Yunhao Tang and
Shipra Agrawal and
Yuri Faenza},
title = {Reinforcement Learning for Integer Programming: Learning to Cut},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9367--9376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tang0F20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tang0SW20,
author = {Shengpu Tang and
Aditya Modi and
Michael W. Sjoding and
Jenna Wiens},
title = {Clinician-in-the-Loop Decision Making: Reinforcement Learning with
Near-Optimal Set-Valued Policies},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9387--9396},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tang20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tang0SW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGT20,
author = {Wenpin Tang and
Xin Guo and
Fengmin Tang},
title = {The Buckley-Osthus model and the block preferential attachment model:
statistical analysis and application},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9377--9386},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TangGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangVM20,
author = {Yunhao Tang and
Michal Valko and
R{\'{e}}mi Munos},
title = {Taylor Expansion Policy Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9397--9406},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tang20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TangVM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tangkaratt0KS20,
author = {Voot Tangkaratt and
Bo Han and
Mohammad Emtiyaz Khan and
Masashi Sugiyama},
title = {Variational Imitation Learning with Diverse-quality Demonstrations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9407--9417},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tangkaratt20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tangkaratt0KS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TanielianIDM20,
author = {Ugo Tanielian and
Thibaut Issenhuth and
Elvis Dohmatob and
J{\'{e}}r{\'{e}}mie Mary},
title = {Learning disconnected manifolds: a no GAN's land},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9418--9427},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tanielian20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TanielianIDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TarbouriechGVPL20,
author = {Jean Tarbouriech and
Evrard Garcelon and
Michal Valko and
Matteo Pirotta and
Alessandro Lazaric},
title = {No-Regret Exploration in Goal-Oriented Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9428--9437},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tarbouriech20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TarbouriechGVPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TayBYMJ20,
author = {Yi Tay and
Dara Bahri and
Liu Yang and
Donald Metzler and
Da{-}Cheng Juan},
title = {Sparse Sinkhorn Attention},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9438--9447},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tay20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TayBYMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeruDH20,
author = {Komal K. Teru and
Etienne G. Denis and
William L. Hamilton},
title = {Inductive Relation Prediction by Subgraph Reasoning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9448--9457},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/teru20a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TeruDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeshimaSS20,
author = {Takeshi Teshima and
Issei Sato and
Masashi Sugiyama},
title = {Few-shot Domain Adaptation by Causal Mechanism Transfer},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9458--9469},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/teshima20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TeshimaSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tian20,
author = {Yuandong Tian},
title = {Student Specialization in Deep Rectified Networks With Finite Width
and Input Dimension},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9470--9480},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tian20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tian20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TirinzoniPR20,
author = {Andrea Tirinzoni and
Riccardo Poiani and
Marcello Restelli},
title = {Sequential Transfer in Reinforcement Learning with a Generative Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9481--9492},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tirinzoni20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TirinzoniPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TolooshamsSTB20,
author = {Bahareh Tolooshams and
Andrew H. Song and
Simona Temereanca and
Demba E. Ba},
title = {Convolutional dictionary learning based auto-encoders for natural
exponential-family distributions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9493--9503},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tolooshams20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TolooshamsSTB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TomarEG20,
author = {Manan Tomar and
Yonathan Efroni and
Mohammad Ghavamzadeh},
title = {Multi-step Greedy Reinforcement Learning Algorithms},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9504--9513},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tomar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TomarEG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TomlinsonB20,
author = {Kiran Tomlinson and
Austin R. Benson},
title = {Choice Set Optimization Under Discrete Choice Models of Group Decisions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9514--9525},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tomlinson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TomlinsonB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TopleSN20,
author = {Shruti Tople and
Amit Sharma and
Aditya Nori},
title = {Alleviating Privacy Attacks via Causal Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9537--9547},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tople20a.html},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TopleSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TothO20,
author = {Csaba T{\'{o}}th and
Harald Oberhauser},
title = {Bayesian Learning from Sequential Data using Gaussian Processes with
Signature Covariances},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9548--9560},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/toth20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TothO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TramerBCPJ20,
author = {Florian Tram{\`{e}}r and
Jens Behrmann and
Nicholas Carlini and
Nicolas Papernot and
J{\"{o}}rn{-}Henrik Jacobsen},
title = {Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial
Perturbations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9561--9571},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tramer20a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TramerBCPJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tran-DinhPN20,
author = {Quoc Tran{-}Dinh and
Nhan H. Pham and
Lam M. Nguyen},
title = {Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9572--9582},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tran-dinh20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tran-DinhPN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TriastcynF20,
author = {Aleksei Triastcyn and
Boi Faltings},
title = {Bayesian Differential Privacy for Machine Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9583--9592},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/triastcyn20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TriastcynF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TripuraneniM20,
author = {Nilesh Tripuraneni and
Lester Mackey},
title = {Single Point Transductive Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9593--9602},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tripuraneni20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TripuraneniM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrivediYZ20,
author = {Rakshit Trivedi and
Jiachen Yang and
Hongyuan Zha},
title = {GraphOpt: Learning Optimization Models of Graph Formation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9603--9613},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/trivedi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TrivediYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsaiCH20,
author = {Yun{-}Yun Tsai and
Pin{-}Yu Chen and
Tsung{-}Yi Ho},
title = {Transfer Learning without Knowing: Reprogramming Black-box Machine
Learning Models with Scarce Data and Limited Resources},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9614--9624},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tsai20a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsaiCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsiprasSEIM20,
author = {Dimitris Tsipras and
Shibani Santurkar and
Logan Engstrom and
Andrew Ilyas and
Aleksander Madry},
title = {From ImageNet to Image Classification: Contextualizing Progress on
Benchmarks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9625--9635},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tsipras20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TsiprasSEIM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsuzukuSS20,
author = {Yusuke Tsuzuku and
Issei Sato and
Masashi Sugiyama},
title = {Normalized Flat Minima: Exploring Scale Invariant Definition of Flat
Minima for Neural Networks Using PAC-Bayesian Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9636--9647},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tsuzuku20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TsuzukuSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TurekJVCHW20,
author = {Javier Turek and
Shailee Jain and
Vy A. Vo and
Mihai Capota and
Alexander Huth and
Theodore L. Willke},
title = {Approximating Stacked and Bidirectional Recurrent Architectures with
the Delayed Recurrent Neural Network},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9648--9658},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/turek20a.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TurekJVCHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UeharaHJ20,
author = {Masatoshi Uehara and
Jiawei Huang and
Nan Jiang},
title = {Minimax Weight and Q-Function Learning for Off-Policy Evaluation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9659--9668},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/uehara20a.html},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UeharaHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UstimenkoP20,
author = {Aleksei Ustimenko and
Liudmila Prokhorenkova},
title = {StochasticRank: Global Optimization of Scale-Free Discrete Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9669--9679},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ustimenko20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/UstimenkoP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VahdatAM20,
author = {Arash Vahdat and
Evgeny Andriyash and
William G. Macready},
title = {Undirected Graphical Models as Approximate Posteriors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9680--9689},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vahdat20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VahdatAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VasicCKS20,
author = {Marko Vasic and
Cameron T. Chalk and
Sarfraz Khurshid and
David Soloveichik},
title = {Deep Molecular Programming: {A} Natural Implementation of Binary-Weight
ReLU Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9701--9711},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vasic20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VasicCKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Vernade0M20,
author = {Claire Vernade and
Andr{\'{a}}s Gy{\"{o}}rgy and
Timothy A. Mann},
title = {Non-Stationary Delayed Bandits with Intermediate Observations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9722--9732},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vernade20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Vernade0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VernadeCLZEB20,
author = {Claire Vernade and
Alexandra Carpentier and
Tor Lattimore and
Giovanni Zappella and
Beyza Ermis and
Michael Br{\"{u}}ckner},
title = {Linear bandits with Stochastic Delayed Feedback},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9712--9721},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vernade20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VernadeCLZEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VezhnevetsWELL20,
author = {Alexander Vezhnevets and
Yuhuai Wu and
Maria K. Eckstein and
R{\'{e}}mi Leblond and
Joel Z. Leibo},
title = {OPtions as REsponses: Grounding behavioural hierarchies in multi-agent
reinforcement learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9733--9742},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vezhnevets20a.html},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VezhnevetsWELL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VidalS20,
author = {Thibaut Vidal and
Maximilian Schiffer},
title = {Born-Again Tree Ensembles},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9743--9753},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vidal20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VidalS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VietriBKW20,
author = {Giuseppe Vietri and
Borja Balle and
Akshay Krishnamurthy and
Zhiwei Steven Wu},
title = {Private Reinforcement Learning with {PAC} and Regret Guarantees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9754--9764},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vietri20a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VietriBKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VietriTBSW20,
author = {Giuseppe Vietri and
Grace Tian and
Mark Bun and
Thomas Steinke and
Zhiwei Steven Wu},
title = {New Oracle-Efficient Algorithms for Private Synthetic Data Release},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9765--9774},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vietri20b.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VietriTBSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VladareanAHC20,
author = {Maria{-}Luiza Vladarean and
Ahmet Alacaoglu and
Ya{-}Ping Hsieh and
Volkan Cevher},
title = {Conditional gradient methods for stochastically constrained convex
minimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9775--9785},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vladarean20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VladareanAHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VoynovB20,
author = {Andrey Voynov and
Artem Babenko},
title = {Unsupervised Discovery of Interpretable Directions in the {GAN} Latent
Space},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9786--9796},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/voynov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VoynovB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WachiS20,
author = {Akifumi Wachi and
Yanan Sui},
title = {Safe Reinforcement Learning in Constrained Markov Decision Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9797--9806},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wachi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WachiS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanH0M20,
author = {Chengcheng Wan and
Henry Hoffmann and
Shan Lu and
Michael Maire},
title = {Orthogonalized {SGD} and Nested Architectures for Anytime Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9807--9817},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WanH0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanT020,
author = {Yuanyu Wan and
Wei{-}Wei Tu and
Lijun Zhang},
title = {Projection-free Distributed Online Convex Optimization with {\textdollar}O({\textbackslash}sqrt\{T\}){\textdollar}
Communication Complexity},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9818--9828},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WanT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wang20,
author = {Haiying Wang},
title = {Logistic Regression for Massive Data with Rare Events},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9829--9836},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Wang20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCHC20,
author = {Peisong Wang and
Qiang Chen and
Xiangyu He and
Jian Cheng},
title = {Towards Accurate Post-training Network Quantization via Bit-Split
and Stitching},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9847--9856},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20c.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangCHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCYW20,
author = {Lingxiao Wang and
Qi Cai and
Zhuoran Yang and
Zhaoran Wang},
title = {On the Global Optimality of Model-Agnostic Meta-Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9837--9846},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20b.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangCYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCZ20,
author = {Zheng Wang and
Xinqi Chu and
Shandian Zhe},
title = {Self-Modulating Nonparametric Event-Tensor Factorization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9857--9867},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20d.html},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangD20,
author = {Guanyi Wang and
Santanu S. Dey},
title = {Upper bounds for Model-Free Row-Sparse Principal Component Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9868--9875},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangH0DY20,
author = {Xin Wang and
Thomas E. Huang and
Joseph Gonzalez and
Trevor Darrell and
Fisher Yu},
title = {Frustratingly Simple Few-Shot Object Detection},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9919--9928},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20j.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangH0DY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangH20,
author = {Qi Wang and
Herke van Hoof},
title = {Doubly Stochastic Variational Inference for Neural Processes with
Hierarchical Latent Variables},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10018--10028},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20s.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangHDS20,
author = {Kangrui Wang and
Oliver Hamelijnck and
Theodoros Damoulas and
Mark F. J. Steel},
title = {Non-separable Non-stationary random fields},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9887--9897},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangHDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangHK20,
author = {Hao Wang and
Hao He and
Dina Katabi},
title = {Continuously Indexed Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9898--9907},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20h.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangHYQ0R20,
author = {Rundong Wang and
Xu He and
Runsheng Yu and
Wei Qiu and
Bo An and
Zinovi Rabinovich},
title = {Learning Efficient Multi-agent Communication: An Information Bottleneck
Approach},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9908--9918},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20i.html},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangHYQ0R20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLMMZF20,
author = {Yuguang Wang and
Ming Li and
Zheng Ma and
Guido Mont{\'{u}}far and
Xiaosheng Zhuang and
Yanan Fan},
title = {Haar Graph Pooling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9952--9962},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20m.html},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLMMZF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLT20,
author = {Zhen Wang and
Liu Liu and
Dacheng Tao},
title = {Deep Streaming Label Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9963--9972},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20n.html},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangPMACN20,
author = {Xinyi Wang and
Hieu Pham and
Paul Michel and
Antonios Anastasopoulos and
Jaime G. Carbonell and
Graham Neubig},
title = {Optimizing Data Usage via Differentiable Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9983--9995},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20p.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangPMACN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangPMZL20,
author = {Xiaochen Wang and
Arash Pakbin and
Bobak Mortazavi and
Hongyu Zhao and
Donald K. K. Lee},
title = {BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9973--9982},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20o.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangPMZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangR20,
author = {Tianyu Wang and
Cynthia Rudin},
title = {Bandits for {BMO} Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9996--10006},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20q.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangSF20,
author = {Yaotian Wang and
Xiaohang Sun and
Jason W. Fleischer},
title = {When deep denoising meets iterative phase retrieval},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10007--10017},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20r.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWCZ020,
author = {Xiaobo Wang and
Shuo Wang and
Cheng Chi and
Shifeng Zhang and
Tao Mei},
title = {Loss Function Search for Face Recognition},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10029--10038},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20t.html},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWCZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWD20,
author = {Yuh{-}Shyang Wang and
Lily Weng and
Luca Daniel},
title = {Neural Network Control Policy Verification With Persistent Adversarial
Perturbation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10050--10059},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20v.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWHZ20,
author = {Tian{-}Zuo Wang and
Xi{-}Zhu Wu and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
title = {Cost-effectively Identifying Causal Effects When Only Response Variable
is Observable},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10060--10069},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20w.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWS20,
author = {Junqi Wang and
Pei Wang and
Patrick Shafto},
title = {Sequential Cooperative Bayesian Inference},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10039--10049},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20u.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWVR20,
author = {Che Wang and
Yanqiu Wu and
Quan Vuong and
Keith W. Ross},
title = {Striving for Simplicity and Performance in Off-Policy {DRL:} Output
Normalization and Non-Uniform Sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10070--10080},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20x.html},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWVR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangYW20,
author = {Lingxiao Wang and
Zhuoran Yang and
Zhaoran Wang},
title = {Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration
for Mean-Field Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10092--10103},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20z.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZ20,
author = {Zhendong Wang and
Mingyuan Zhou},
title = {Thompson Sampling via Local Uncertainty},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10115--10125},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20ab.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZCBH20,
author = {Yihan Wang and
Huan Zhang and
Hongge Chen and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {On Lp-norm Robustness of Ensemble Decision Stumps and Trees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10104--10114},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20aa.html},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZCBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZS20,
author = {Peng Wang and
Zirui Zhou and
Anthony Man{-}Cho So},
title = {A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic
Block Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10126--10135},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20ac.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WebbDFPOC20,
author = {Taylor W. Webb and
Zachary Dulberg and
Steven Frankland and
Alexander A. Petrov and
Randall C. O'Reilly and
Jonathan Cohen},
title = {Learning Representations that Support Extrapolation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10136--10146},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/webb20a.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WebbDFPOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wei20,
author = {Feng Wei},
title = {PoKED: {A} Semi-Supervised System for Word Sense Disambiguation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10147--10157},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wei20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Wei20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiALFS020,
author = {Kaixuan Wei and
Angelica I. Avil{\'{e}}s{-}Rivero and
Jingwei Liang and
Ying Fu and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Hua Huang},
title = {Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10158--10169},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wei20b.html},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiALFS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiJLS020,
author = {Chen{-}Yu Wei and
Mehdi Jafarnia{-}Jahromi and
Haipeng Luo and
Hiteshi Sharma and
Rahul Jain},
title = {Model-free Reinforcement Learning in Infinite-horizon Average-reward
Markov Decision Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10170--10180},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wei20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WeiJLS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiKM20,
author = {Colin Wei and
Sham M. Kakade and
Tengyu Ma},
title = {The Implicit and Explicit Regularization Effects of Dropout},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10181--10192},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wei20d.html},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeinsteinR20,
author = {Asaf Weinstein and
Aaditya Ramdas},
title = {Online Control of the False Coverage Rate and False Sign Rate},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10193--10202},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/weinstein20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WeinsteinR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenD0S20,
author = {Junfeng Wen and
Bo Dai and
Lihong Li and
Dale Schuurmans},
title = {Batch Stationary Distribution Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10203--10213},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wen20a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenD0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenGS20,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Domain Aggregation Networks for Multi-Source Domain Adaptation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10214--10224},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wen20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WenGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenLJ20,
author = {Yuxin Wen and
Shuai Li and
Kui Jia},
title = {Towards Understanding the Regularization of Adversarial Robustness
on Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10225--10235},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wen20c.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenliangMKS20,
author = {Li K. Wenliang and
Theodore H. Moskovitz and
Heishiro Kanagawa and
Maneesh Sahani},
title = {Amortised Learning by Wake-Sleep},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10236--10247},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wenliang20a.html},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WenliangMKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenzelRVSTMSSJN20,
author = {Florian Wenzel and
Kevin Roth and
Bastiaan S. Veeling and
Jakub Swiatkowski and
Linh Tran and
Stephan Mandt and
Jasper Snoek and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {How Good is the Bayes Posterior in Deep Neural Networks Really?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10248--10259},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wenzel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WenzelRVSTMSSJN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WiggersH20,
author = {Auke J. Wiggers and
Emiel Hoogeboom},
title = {Predictive Sampling with Forecasting Autoregressive Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10260--10269},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wiggers20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WiggersH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilkinsonCAS20,
author = {William J. Wilkinson and
Paul E. Chang and
Michael Riis Andersen and
Arno Solin},
title = {State Space Expectation Propagation: Efficient Inference Schemes for
Temporal Gaussian Processes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10270--10281},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wilkinson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WilkinsonCAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsonF20,
author = {Brian D. Williamson and
Jean Feng},
title = {Efficient nonparametric statistical inference on population feature
importance using Shapley values},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10282--10291},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/williamson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WilliamsonF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilsonBTMD20,
author = {James T. Wilson and
Viacheslav Borovitskiy and
Alexander Terenin and
Peter Mostowsky and
Marc Peter Deisenroth},
title = {Efficiently sampling functions from Gaussian process posteriors},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10292--10302},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wilson20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilsonBTMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WistubaP20,
author = {Martin Wistuba and
Tejaswini Pedapati},
title = {Learning to Rank Learning Curves},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10303--10312},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wistuba20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WistubaP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WittyTJM20,
author = {Sam Witty and
Kenta Takatsu and
David D. Jensen and
Vikash Mansinghka},
title = {Causal Inference using Gaussian Processes with Structured Latent Confounders},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10313--10323},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/witty20a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WittyTJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WoodruffZ20,
author = {David P. Woodruff and
Amir Zandieh},
title = {Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10324--10333},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/woodruff20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WoodruffZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WoodworthPSDBMS20,
author = {Blake E. Woodworth and
Kumar Kshitij Patel and
Sebastian U. Stich and
Zhen Dai and
Brian Bullins and
H. Brendan McMahan and
Ohad Shamir and
Nathan Srebro},
title = {Is Local {SGD} Better than Minibatch SGD?},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10334--10343},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/woodworth20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WoodworthPSDBMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wu0XFLQL20,
author = {Lijun Wu and
Shufang Xie and
Yingce Xia and
Yang Fan and
Jian{-}Huang Lai and
Tao Qin and
Tie{-}Yan Liu},
title = {Sequence Generation with Mixed Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10388--10398},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20e.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Wu0XFLQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuBY20,
author = {Jingfeng Wu and
Vladimir Braverman and
Lin Yang},
title = {Obtaining Adjustable Regularization for Free via Iterate Averaging},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10344--10354},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuBY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuDD20,
author = {Yinjun Wu and
Edgar Dobriban and
Susan B. Davidson},
title = {DeltaGrad: Rapid retraining of machine learning models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10355--10366},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuHXHBZ20,
author = {Jingfeng Wu and
Wenqing Hu and
Haoyi Xiong and
Jun Huan and
Vladimir Braverman and
Zhanxing Zhu},
title = {On the Noisy Gradient Descent that Generalizes as {SGD}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10367--10376},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuHXHBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuWY20,
author = {Kaiwen Wu and
Allen Houze Wang and
Yaoliang Yu},
title = {Stronger and Faster Wasserstein Adversarial Attacks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10377--10387},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuYW20,
author = {Yi{-}Hsuan Wu and
Chia{-}Hung Yuan and
Shan{-}Hung Wu},
title = {Adversarial Robustness via Runtime Masking and Cleansing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10399--10409},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZVR20,
author = {Sen Wu and
Hongyang R. Zhang and
Gregory Valiant and
Christopher R{\'{e}}},
title = {On the Generalization Effects of Linear Transformations in Data Augmentation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10410--10420},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20g.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuZVR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XhonneuxQT20,
author = {Louis{-}Pascal A. C. Xhonneux and
Meng Qu and
Jian Tang},
title = {Continuous Graph Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10432--10441},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xhonneux20a.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XhonneuxQT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiangS20,
author = {Yunhua Xiang and
Noah Simon},
title = {A Flexible Framework for Nonparametric Graphical Modeling that Accommodates
Machine Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10442--10451},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiangS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaoL20,
author = {Changyi Xiao and
Ligang Liu},
title = {Generative Flows with Matrix Exponential},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10452--10461},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiaoL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaoPS20,
author = {Lechao Xiao and
Jeffrey Pennington and
Samuel Stern Schoenholz},
title = {Disentangling Trainability and Generalization in Deep Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10462--10472},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiao20b.html},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiaoPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieDB20,
author = {Yuxuan Xie and
Jilles Dibangoye and
Olivier Buffet},
title = {Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information
Sharing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10473--10482},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieKG20,
author = {Cong Xie and
Sanmi Koyejo and
Indranil Gupta},
title = {Zeno++: Robust Fully Asynchronous {SGD}},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10495--10503},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xie20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieKWZLL20,
author = {Xingyu Xie and
Hao Kong and
Jianlong Wu and
Wayne Zhang and
Guangcan Liu and
Zhouchen Lin},
title = {Maximum-and-Concatenation Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10483--10494},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xie20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieKWZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieLLZ20,
author = {Guangzeng Xie and
Luo Luo and
Yijiang Lian and
Zhihua Zhang},
title = {Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization
Problems},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10504--10513},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xie20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieLLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiongHY00020,
author = {Huan Xiong and
Lei Huang and
Mengyang Yu and
Li Liu and
Fan Zhu and
Ling Shao},
title = {On the Number of Linear Regions of Convolutional Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10514--10523},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiong20a.html},
timestamp = {Wed, 27 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiongHY00020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiongYHZZXZLWL20,
author = {Ruibin Xiong and
Yunchang Yang and
Di He and
Kai Zheng and
Shuxin Zheng and
Chen Xing and
Huishuai Zhang and
Yanyan Lan and
Liwei Wang and
Tie{-}Yan Liu},
title = {On Layer Normalization in the Transformer Architecture},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10524--10533},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiong20b.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiongYHZZXZLWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Xu0KR20,
author = {Ziyu Xu and
Chen Dan and
Justin Khim and
Pradeep Ravikumar},
title = {Class-Weighted Classification: Trade-offs and Robust Approaches},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10544--10554},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Xu0KR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuCC20,
author = {Peng Xu and
Jackie Chi Kit Cheung and
Yanshuai Cao},
title = {On Variational Learning of Controllable Representations for Text without
Supervision},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10534--10543},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLHSC20,
author = {Hongteng Xu and
Dixin Luo and
Ricardo Henao and
Svati Shah and
Lawrence Carin},
title = {Learning Autoencoders with Relational Regularization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10576--10586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuLHSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuMS20,
author = {Xiangyu Xu and
Yongrui Ma and
Wenxiu Sun},
title = {Learning Factorized Weight Matrix for Joint Filtering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10587--10596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuTKKT20,
author = {Jin Xu and
Jean{-}Francois Ton and
Hyunjik Kim and
Adam R. Kosiorek and
Yee Whye Teh},
title = {MetaFun: Meta-Learning with Iterative Functional Updates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10617--10627},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20i.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuTKKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuTMRSM20,
author = {Jie Xu and
Yunsheng Tian and
Pingchuan Ma and
Daniela Rus and
Shinjiro Sueda and
Wojciech Matusik},
title = {Prediction-Guided Multi-Objective Reinforcement Learning for Continuous
Robot Control},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10607--10616},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20h.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuTMRSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuXNYD20,
author = {Jingwei Xu and
Huazhe Xu and
Bingbing Ni and
Xiaokang Yang and
Trevor Darrell},
title = {Video Prediction via Example Guidance},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10628--10637},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuXNYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XueBAA20,
author = {Tianju Xue and
Alex Beatson and
Sigrid Adriaenssens and
Ryan P. Adams},
title = {Amortized Finite Element Analysis for Fast PDE-Constrained Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10638--10647},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xue20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XueBAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YamadaLNK20,
author = {Yutaro Yamada and
Ofir Lindenbaum and
Sahand Negahban and
Yuval Kluger},
title = {Feature Selection using Stochastic Gates},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10648--10659},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yamada20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YamadaLNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangBM20,
author = {Yibo Yang and
Robert Bamler and
Stephan Mandt},
title = {Variational Bayesian Quantization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10670--10680},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangDDS20,
author = {Mengjiao Yang and
Bo Dai and
Hanjun Dai and
Dale Schuurmans},
title = {Energy-Based Processes for Exchangeable Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10681--10692},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20b.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangDDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangDHSR020,
author = {Greg Yang and
Tony Duan and
J. Edward Hu and
Hadi Salman and
Ilya P. Razenshteyn and
Jerry Li},
title = {Randomized Smoothing of All Shapes and Sizes},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10693--10705},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangDHSR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangHCTCHFW20,
author = {Yaodong Yang and
Jianye Hao and
Guangyong Chen and
Hongyao Tang and
Yingfeng Chen and
Yujing Hu and
Changjie Fan and
Zhongyu Wei},
title = {Q-value Path Decomposition for Deep Multiagent Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10706--10715},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20d.html},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangHCTCHFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangJSBJ20,
author = {Kevin Yang and
Wengong Jin and
Kyle Swanson and
Regina Barzilay and
Tommi S. Jaakkola},
title = {Improving Molecular Design by Stochastic Iterative Target Augmentation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10716--10726},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangJSBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangK20,
author = {Forest Yang and
Sanmi Koyejo},
title = {On the consistency of top-k surrogate losses},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10727--10735},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangLBS20,
author = {Zonghan Yang and
Yang Liu and
Chenglong Bao and
Zuoqiang Shi},
title = {Interpolation between Residual and Non-Residual Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10736--10745},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/yang20g.html},
timestamp = {Wed, 28 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangLBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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