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@inproceedings{DBLP:conf/aistats/0001023,
author = {Sebastian Gruber and
Florian Buettner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11331--11354},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gruber23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001C23,
author = {Matthias Rath and
Alexandru Paul Condurache},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Deep Neural Networks with Efficient Guaranteed Invariances},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2460--2480},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/rath23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001G23,
author = {Xingyu Xu and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Oblivious near-optimal sampling for multidimensional signals with
Fourier constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4532--4555},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001G23a,
author = {Xingyu Xu and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Benign overfitting of non-smooth neural networks beyond lazy training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11094--11117},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23k.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001G23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001LSJ23,
author = {Ben London and
Levi Lu and
Ted Sandler and
Thorsten Joachims},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Boosted Off-Policy Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5614--5640},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/london23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001LSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001P23,
author = {Hussein Hazimeh and
Natalia Ponomareva},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mind the (optimality) Gap: {A} Gap-Aware Learning Rate Scheduler for
Adversarial Nets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3018--3033},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hazimeh23a.html},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001PG23,
author = {Yuqing Hu and
St{\'{e}}phane Pateux and
Vincent Gripon},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adaptive Dimension Reduction and Variational Inference for Transductive
Few-Shot Classification},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5899--5917},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hu23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001PG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001R0A23,
author = {Thomas M. McDonald and
Magnus Ross and
Michael T. Smith and
Mauricio A. {\'{A}}lvarez},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nonparametric Gaussian Process Covariances via Multidimensional Convolutions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8279--8293},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mcdonald23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001R0A23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001ZW23,
author = {Xinwei Sun and
Xiangyu Zheng and
Jim Weinstein},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A New Causal Decomposition Paradigm towards Health Equity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {875--890},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001ZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002023,
author = {Dan Qiao and
Yu{-}Xiang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Near-Optimal Differentially Private Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9914--9940},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qiao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002CD23,
author = {Yulai Zhao and
Jianshu Chen and
Simon S. Du},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Blessing of Class Diversity in Pre-training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {283--305},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002CD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002JZ23,
author = {Kaiqi Zhao and
Animesh Jain and
Ming Zhao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Automatic Attention Pruning: Improving and Automating Model Pruning
using Attentions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10470--10486},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhao23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002JZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002WCR23,
author = {Yutong Dai and
Guanyi Wang and
Frank E. Curtis and
Daniel P. Robinson},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method
with Support Identification Guarantees for Structured Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5107--5133},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002WCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0004CD23,
author = {Gary Cheng and
Karan N. Chadha and
John C. Duchi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Federated Asymptotics: a model to compare federated learning algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10650--10689},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cheng23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0004CD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AbeASTI23,
author = {Kenshi Abe and
Kaito Ariu and
Mitsuki Sakamoto and
Kentaro Toyoshima and
Atsushi Iwasaki},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Last-Iterate Convergence with Full and Noisy Feedback in Two-Player
Zero-Sum Games},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7999--8028},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/abe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AbeASTI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AcharyaB00S23,
author = {Jayadev Acharya and
Sourbh Bhadane and
Arnab Bhattacharyya and
Saravanan Kandasamy and
Ziteng Sun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sample Complexity of Distinguishing Cause from Effect},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10487--10504},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/acharya23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AcharyaB00S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AcharyaLS23,
author = {Jayadev Acharya and
Yuhan Liu and
Ziteng Sun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Discrete Distribution Estimation under User-level Local Differential
Privacy},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8561--8585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/acharya23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AcharyaLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AghbalouSP23,
author = {Anass Aghbalou and
Anne Sabourin and
Fran{\c{c}}ois Portier},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the bias of K-fold cross validation with stable learners},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3775--3794},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/aghbalou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AghbalouSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AhmadianN23,
author = {Sara Ahmadian and
Maryam Negahbani},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Approximation for Fair Correlation Clustering},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9499--9516},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ahmadian23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AhmadianN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AhmedCB23,
author = {Kareem Ahmed and
Kai{-}Wei Chang and
Guy Van den Broeck},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Semantic Strengthening of Neuro-Symbolic Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10252--10261},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ahmed23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AhmedCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AiWHWPX23,
author = {Qingzhong Ai and
Pengyun Wang and
Lirong He and
Liangjian Wen and
Lujia Pan and
Zenglin Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Generative Oversampling for Imbalanced Data via Majority-Guided {VAE}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3315--3330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AiWHWPX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AkhondzadehLB23,
author = {Mohammad Sadegh Akhondzadeh and
Vijay Lingam and
Aleksandar Bojchevski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Probing Graph Representations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11630--11649},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/akhondzadeh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AkhondzadehLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlaaHS23,
author = {Ahmed M. Alaa and
Zeshan M. Hussain and
David A. Sontag},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Conformalized Unconditional Quantile Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10690--10702},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alaa23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlaaHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlabdulmohsinCD23,
author = {Ibrahim Alabdulmohsin and
Nicole Chiou and
Alexander D'Amour and
Arthur Gretton and
Sanmi Koyejo and
Matt J. Kusner and
Stephen R. Pfohl and
Olawale Salaudeen and
Jessica Schrouff and
Katherine Tsai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adapting to Latent Subgroup Shifts via Concepts and Proxies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9637--9661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alabdulmohsin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlabdulmohsinCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlchihabiG23,
author = {Abdullah Alchihabi and
Yuhong Guo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Robust Graph Neural Networks with Limited Supervision},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8723--8733},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alchihabi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlchihabiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlexanderQDH23,
author = {Samuel Allen Alexander and
David Quarel and
Len Du and
Marcus Hutter},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Universal Agent Mixtures and the Geometry of Intelligence},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4231--4246},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/alexander23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AlexanderQDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AllouahFGGPS23,
author = {Youssef Allouah and
Sadegh Farhadkhani and
Rachid Guerraoui and
Nirupam Gupta and
Rafael Pinot and
John Stephan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fixing by Mixing: {A} Recipe for Optimal Byzantine {ML} under Heterogeneity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1232--1300},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/allouah23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AllouahFGGPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AmidNW23,
author = {Ehsan Amid and
Richard Nock and
Manfred K. Warmuth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Clustering above Exponential Families with Tempered Exponential Measures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2994--3017},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/amid23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AmidNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AnkanWBT23,
author = {Ankur Ankan and
Inge M. N. Wortel and
Kenneth Bollen and
Johannes Textor},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Combining Graphical and Algebraic Approaches for Parameter Identification
in Latent Variable Structural Equation Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7252--7264},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ankan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AnkanWBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AoualiKK23,
author = {Imad Aouali and
Branislav Kveton and
Sumeet Katariya},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mixed-Effect Thompson Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2087--2115},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/aouali23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AoualiKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AraratT23,
author = {{\c{C}}agin Ararat and
Cem Tekin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Vector Optimization with Stochastic Bandit Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2165--2190},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ararat23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AraratT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ArnouldBS23,
author = {Ludovic Arnould and
Claire Boyer and
Erwan Scornet},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Is interpolation benign for random forest regression?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5493--5548},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/arnould23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ArnouldBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AssaadEZ23,
author = {Charles K. Assaad and
Imad Ez{-}zejjari and
Lei Zan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Root Cause Identification for Collective Anomalies in Time Series
given an Acyclic Summary Causal Graph with Loops},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8395--8404},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/assaad23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AssaadEZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AstudilloLBF23,
author = {Raul Astudillo and
Zhiyuan (Jerry) Lin and
Eytan Bakshy and
Peter I. Frazier},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {qEUBO: {A} Decision-Theoretic Acquisition Function for Preferential
Bayesian Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1093--1114},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/astudillo23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AstudilloLBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AudemardLMS23,
author = {Gilles Audemard and
Jean{-}Marie Lagniez and
Pierre Marquis and
Nicolas Szczepanski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Computing Abductive Explanations for Boosted Trees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4699--4711},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/audemard23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AudemardLMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AwasthiCM23,
author = {Pranjal Awasthi and
Corinna Cortes and
Christopher Mohri},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Theory and Algorithm for Batch Distribution Drift Problems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9826--9851},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/awasthi23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AwasthiCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AwasthiMM023,
author = {Pranjal Awasthi and
Anqi Mao and
Mehryar Mohri and
Yutao Zhong},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Theoretically Grounded Loss Functions and Algorithms for Adversarial
Robustness},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10077--10094},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/awasthi23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AwasthiMM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AwasthiX23,
author = {Achal Awasthi and
Jason Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fast Computation of Branching Process Transition Probabilities via
{ADMM}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2327--2347},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/awasthi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AwasthiX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AziziMZK23,
author = {Javad Azizi and
Ofer Meshi and
Masrour Zoghi and
Maryam Karimzadehgan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Overcoming Prior Misspecification in Online Learning to Rank},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {594--614},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/azizi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AziziMZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Baby023,
author = {Dheeraj Baby and
Yu{-}Xiang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Second Order Path Variationals in Non-Stationary Online Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9024--9075},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/baby23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Baby023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BachelardCFT23,
author = {Cyril Bachelard and
Apostolos Chalkis and
Vissarion Fisikopoulos and
Elias P. Tsigaridas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Randomized geometric tools for anomaly detection in stock markets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9400--9416},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bachelard23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BachelardCFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BachocBGL23,
author = {Fran{\c{c}}ois Bachoc and
Louis B{\'{e}}thune and
Alberto Gonz{\'{a}}lez{-}Sanz and
Jean{-}Michel Loubes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Gaussian Processes on Distributions based on Regularized Optimal Transport},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4986--5010},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bachoc23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BachocBGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaeLKL23,
author = {Hyunglip Bae and
Jinkyu Lee and
Woo Chang Kim and
Yongjae Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Deep Value Function Networks for Large-Scale Multistage Stochastic
Programs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11267--11287},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bae23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaeLKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaekF23,
author = {Jackie Baek and
Vivek F. Farias},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{TS-UCB:} Improving on Thompson Sampling With Little to No Additional
Computation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11132--11148},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/baek23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaekF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BahamouG023,
author = {Achraf Bahamou and
Donald Goldfarb and
Yi Ren},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Mini-Block Fisher Method for Deep Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9191--9220},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bahamou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BahamouG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaharloueiSRK23,
author = {Sina Baharlouei and
Fatemeh Sheikholeslami and
Meisam Razaviyayn and
Zico Kolter},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improving Adversarial Robustness via Joint Classification and Multiple
Explicit Detection Classes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11059--11078},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/baharlouei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaharloueiSRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaiCHHC23,
author = {Ke Bai and
Pengyu Cheng and
Weituo Hao and
Ricardo Henao and
Larry Carin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Estimating Total Correlation with Mutual Information Estimators},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2147--2164},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bai23a.html},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaiCHHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BajovicJK23,
author = {Dragana Bajovic and
Dusan Jakovetic and
Soummya Kar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Large deviations rates for stochastic gradient descent with strongly
convex functions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10095--10111},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bajovic23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BajovicJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BalcanPR023,
author = {Maria{-}Florina Balcan and
Rattana Pukdee and
Pradeep Ravikumar and
Hongyang Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nash Equilibria and Pitfalls of Adversarial Training in Adversarial
Robustness Games},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9607--9636},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/balcan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BalcanPR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Banerjee0CMSS23,
author = {Ansuman Banerjee and
Shayak Chakraborty and
Sourav Chakraborty and
Kuldeep S. Meel and
Uddalok Sarkar and
Sayantan Sen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Testing of Horn Samplers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1301--1330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/banerjee23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Banerjee0CMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BanerjeeGCG23,
author = {Debangshu Banerjee and
Avishek Ghosh and
Sayak Ray Chowdhury and
Aditya Gopalan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Exploration in Linear Bandits with Rich Action Sets and its Implications
for Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8233--8262},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/banerjee23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BanerjeeGCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BarsBTLK23,
author = {Batiste Le Bars and
Aur{\'{e}}lien Bellet and
Marc Tommasi and
Erick Lavoie and
Anne{-}Marie Kermarrec},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Refined Convergence and Topology Learning for Decentralized {SGD}
with Heterogeneous Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1672--1702},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/le-bars23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BarsBTLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BartelsSMBFH23,
author = {Simon Bartels and
Kristoffer Stensbo{-}Smidt and
Pablo Moreno{-}Mu{\~{n}}oz and
Wouter Boomsma and
Jes Frellsen and
S{\o}ren Hauberg},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adaptive Cholesky Gaussian Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {408--452},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bartels23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BartelsSMBFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BarthelmeTA23,
author = {Simon Barthelm{\'{e}} and
Nicolas Tremblay and
Pierre{-}Olivier Amblard},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Faster Sampler for Discrete Determinantal Point Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5582--5592},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/barthelme23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BarthelmeTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BassilyMS23,
author = {Raef Bassily and
Mehryar Mohri and
Ananda Theertha Suresh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Principled Approaches for Private Adaptation from a Public Source},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8405--8432},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bassily23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BassilyMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BeckerGZM23,
author = {Evan Becker and
Jingdong Gao and
Ted Zadouri and
Baharan Mirzasoleiman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {High Probability Bounds for Stochastic Continuous Submodular Maximization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5958--5979},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/becker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BeckerGZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BehniaKVT23,
author = {Tina Behnia and
Ganesh Ramachandra Kini and
Vala Vakilian and
Christos Thrampoulidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10815--10838},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/behnia23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BehniaKVT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BelakariaDFS23,
author = {Syrine Belakaria and
Janardhan Rao Doppa and
Nicol{\`{o}} Fusi and
Rishit Sheth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Optimization Over Iterative Learners with Structured Responses:
{A} Budget-aware Planning Approach},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9076--9093},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/belakaria23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BelakariaDFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BennettMK23,
author = {Andrew Bennett and
Dipendra Misra and
Nathan Kallus},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Provable Safe Reinforcement Learning with Binary Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10871--10900},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bennett23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BennettMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BerrevoetsIKJS23,
author = {Jeroen Berrevoets and
Fergus Imrie and
Trent Kyono and
James Jordon and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {To Impute or not to Impute? Missing Data in Treatment Effect Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3568--3590},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/berrevoets23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BerrevoetsIKJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BertrandCG23,
author = {Quentin Bertrand and
Wojciech Marian Czarnecki and
Gauthier Gidel},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Limitations of the Elo, Real-World Games are Transitive, not
Additive},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2905--2921},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bertrand23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BertrandCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BeznosikovGBL23,
author = {Aleksandr Beznosikov and
Eduard Gorbunov and
Hugo Berard and
Nicolas Loizou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient
Methods},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {172--235},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/beznosikov23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BeznosikovGBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhaskaraM23,
author = {Aditya Bhaskara and
Kamesh Munagala},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Competing against Adaptive Strategies in Online Learning via Hints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10409--10424},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bhaskara23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhaskaraM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhatiaGS23,
author = {Kush Bhatia and
Wenshuo Guo and
Jacob Steinhardt},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reward Learning as Doubly Nonparametric Bandits: Optimal Design and
Scaling Laws},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11149--11171},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bhatia23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhatiaGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhattFL23,
author = {Sujay Bhatt and
Guanhua Fang and
Ping Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Piecewise Stationary Bandits under Risk Criteria},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4313--4335},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bhatt23b.html},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhattFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BhattR023,
author = {Alankrita Bhatt and
J. Jon Ryu and
Young{-}Han Kim},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On Universal Portfolios with Continuous Side Information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4147--4163},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bhatt23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BhattR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BiggsG23,
author = {Felix Biggs and
Benjamin Guedj},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8165--8182},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/biggs23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BiggsG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BishopB23,
author = {Adrian N. Bishop and
Edwin V. Bonilla},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Recurrent Neural Networks and Universal Approximation of Bayesian
Filters},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6956--6967},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bishop23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BishopB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BitzerMZ23,
author = {Matthias Bitzer and
Mona Meister and
Christoph Zimmer},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process
Models of Nonstationary Systems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7897--7912},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bitzer23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BitzerMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BooneG23,
author = {Victor Boone and
Bruno Gaujal},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Identification of Blackwell Optimal Policies for Deterministic MDPs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7392--7424},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/boone23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BooneG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BordtL23,
author = {Sebastian Bordt and
Ulrike von Luxburg},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {From Shapley Values to Generalized Additive Models and back},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {709--745},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bordt23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BordtL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BorovitskiyKS023,
author = {Viacheslav Borovitskiy and
Mohammad Reza Karimi and
Vignesh Ram Somnath and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Isotropic Gaussian Processes on Finite Spaces of Graphs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4556--4574},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/borovitskiy23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BorovitskiyKS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BoschPOD23,
author = {David Bosch and
Ashkan Panahi and
Ay{\c{c}}a {\"{O}}z{\c{c}}elikkale and
Devdatt P. Dubhashi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Random Features Model with General Convex Regularization: {A} Fine
Grained Analysis with Precise Asymptotic Learning Curves},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11371--11414},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bosch23a.html},
timestamp = {Fri, 26 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BoschPOD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BourelJMT23,
author = {Hippolyte Bourel and
Anders Jonsson and
Odalric{-}Ambrym Maillard and
Mohammad Sadegh Talebi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Exploration in Reward Machines with Low Regret},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4114--4146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bourel23a.html},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/BourelJMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BoydCMS23,
author = {Alex Boyd and
Yuxin Chang and
Stephan Mandt and
Padhraic Smyth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Probabilistic Querying of Continuous-Time Event Sequences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10235--10251},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/boyd23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BoydCMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BranchiniADD23,
author = {Nicola Branchini and
Virginia Aglietti and
Neil Dhir and
Theodoros Damoulas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Causal Entropy Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8586--8605},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/branchini23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BranchiniADD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BreugelSQS23,
author = {Boris van Breugel and
Hao Sun and
Zhaozhi Qian and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Membership Inference Attacks against Synthetic Data through Overfitting
Detection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3493--3514},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/breugel23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BreugelSQS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BueningDEGJ23,
author = {Thomas Kleine Buening and
Christos Dimitrakakis and
Hannes Eriksson and
Divya Grover and
Emilio Jorge},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Minimax-Bayes Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7511--7527},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/buening23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BueningDEGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BueningS23,
author = {Thomas Kleine Buening and
Aadirupa Saha},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{ANACONDA:} An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary
Dueling Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3854--3878},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kleine-buening23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BueningS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BulyginMK23,
author = {Vitalii Bulygin and
Dmytro Mykheievskyi and
Kyrylo Kuchynskyi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {BlitzMask: Real-Time Instance Segmentation Approach for Mobile Devices},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1799--1811},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bulygin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BulyginMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BunneHC023,
author = {Charlotte Bunne and
Ya{-}Ping Hsieh and
Marco Cuturi and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Schr{\"{o}}dinger Bridge between Gaussian Measures has a
Closed Form},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5802--5833},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bunne23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BunneHC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CabannesV23,
author = {Vivien Cabannes and
Stefano Vigogna},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Case of Exponential Convergence Rates for {SVM}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {359--374},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cabannnes23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CabannesV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CabezasN23,
author = {Alberto Cabezas and
Christopher Nemeth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Transport Elliptical Slice Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3664--3676},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cabezas23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CabezasN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CaiK23,
author = {Ting Cai and
Kirthevasan Kandasamy},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Cost-aware Labeling of Streaming Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9117--9136},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cai23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CaiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CarranzaKA23,
author = {Aldo Gael Carranza and
Sanath Kumar Krishnamurthy and
Susan Athey},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Flexible and Efficient Contextual Bandits with Heterogeneous Treatment
Effect Oracles},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7190--7212},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/carranza23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CarranzaKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CellaLPP23,
author = {Leonardo Cella and
Karim Lounici and
Gr{\'{e}}goire Pacreau and
Massimiliano Pontil},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multi-task Representation Learning with Stochastic Linear Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4822--4847},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cella23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CellaLPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChakrabortyPCD23,
author = {Chandramauli Chakraborty and
Sayan Paul and
Saptarshi Chakraborty and
Swagatam Das},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Clustering High-dimensional Data with Ordered Weighted {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
Regularization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7176--7189},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chakraborty23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChakrabortyPCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChanL23,
author = {Ga Ming Angus Chan and
Tianxi Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fitting low-rank models on egocentrically sampled partial networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10635--10649},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/angus-chan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChangCP23,
author = {Joshua C. Chang and
Carson C. Chow and
Julia Porcino},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Autoencoded sparse Bayesian in-IRT factorization, calibration, and
amortized inference for the Work Disability Functional Assessment
Battery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3961--3976},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChangCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChatterjeeSDB23,
author = {Sayak Chatterjee and
Dibyendu Saha and
Soham Dan and
Bhaswar B. Bhattacharya},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Two-Sample Tests for Inhomogeneous Random Graphs in L\({}_{\mbox{r}}\)
Norm: Optimality and Asymptotics},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6903--6911},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chatterjee23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChatterjeeSDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChauhanMTT0C23,
author = {Vinod Kumar Chauhan and
Soheila Molaei and
Marzia Hoque Tania and
Anshul Thakur and
Tingting Zhu and
David A. Clifton},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adversarial De-confounding in Individualised Treatment Effects Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {837--849},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chauhan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChauhanMTT0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CheeKT23,
author = {Jerry Chee and
Hwanwoo Kim and
Panos Toulis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {"Plus/minus the learning rate": Easy and Scalable Statistical Inference
with {SGD}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2285--2309},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chee23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CheeKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CheemaU23,
author = {Fasil Cheema and
Ruth Urner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Precision Recall Cover: {A} Method For Assessing Generative Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6571--6594},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cheema23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CheemaU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Chen0QWY23,
author = {Ziang Chen and
Jianfeng Lu and
Huajie Qian and
Xinshang Wang and
Wotao Yin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted
Stochastic Gradient Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10732--10781},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23i.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/Chen0QWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenLS23,
author = {Hengchao Chen and
Xiang Li and
Qiang Sun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Statistical Analysis of Karcher Means for Random Restricted {PSD}
Matrices},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1437--1456},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenM23,
author = {Qi Chen and
Mario Marchand},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Algorithm-Dependent Bounds for Representation Learning of Multi-Source
Domain Adaptation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10368--10394},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23h.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenO23,
author = {Michelle Chen and
Olga Ohrimenko},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Protecting Global Properties of Datasets with Distribution Privacy
Mechanisms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7472--7491},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenOCB23,
author = {Wei{-}Ning Chen and
Ayfer {\"{O}}zg{\"{u}}r and
Graham Cormode and
Akash Bharadwaj},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The communication cost of security and privacy in federated frequency
estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4247--4274},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenOCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenPMG23,
author = {Yehu Chen and
Annamaria Prati and
Jacob M. Montgomery and
Roman Garnett},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment
Effects in Panel Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4068--4088},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenPMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenS23,
author = {Zhaoyue Chen and
Yifan Sun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reducing Discretization Error in the Frank-Wolfe Method},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9697--9727},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23g.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenYW0HLT23,
author = {Yu{-}Zhen Janice Chen and
Lin Yang and
Xuchuang Wang and
Xutong Liu and
Mohammad H. Hajiesmaili and
John C. S. Lui and
Don Towsley},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On-Demand Communication for Asynchronous Multi-Agent Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3903--3930},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenYW0HLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenZZW023,
author = {Yiding Chen and
Xuezhou Zhang and
Kaiqing Zhang and
Mengdi Wang and
Xiaojin Zhu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Byzantine-Robust Online and Offline Distributed Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3230--3269},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chen23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenZZW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChengZCJP23,
author = {Hanni Cheng and
Haosi Zheng and
Ya Cong and
Weihao Jiang and
Shiliang Pu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Select and Optimize: Learning to aolve large-scale {TSP} instances},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1219--1231},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cheng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChengZCJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChierichettiG0P23,
author = {Flavio Chierichetti and
Mirko Giacchini and
Ravi Kumar and
Alessandro Panconesi and
Andrew Tomkins},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Approximating a {RUM} from Distributions on k-Slates},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4757--4767},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chierichetti23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChierichettiG0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChooS23,
author = {Davin Choo and
Kirankumar Shiragur},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Subset verification and search algorithms for causal DAGs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4409--4442},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/choo23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChooS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChristiansonSW23,
author = {Nicolas Christianson and
Junxuan Shen and
Adam Wierman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal robustness-consistency tradeoffs for learning-augmented metrical
task systems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9377--9399},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/christianson23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChristiansonSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChuaLL23,
author = {Kurtland Chua and
Qi Lei and
Jason D. Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Provable Hierarchy-Based Meta-Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10918--10967},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/chua23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChuaLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CinquinR0WB23,
author = {Tristan Cinquin and
Tammo Rukat and
Philipp Schmidt and
Martin Wistuba and
Artur Bekasov},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Variational Boosted Soft Trees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5787--5801},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cinquin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CinquinR0WB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Cisneros-Velarde23,
author = {Pedro Cisneros{-}Velarde and
Boxiang Lyu and
Sanmi Koyejo and
Mladen Kolar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {One Policy is Enough: Parallel Exploration with a Single Policy is
Near-Optimal for Reward-Free Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1965--2001},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cisneros-velarde23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Cisneros-Velarde23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ClarteLKZ23,
author = {Lucas Clart{\'{e}} and
Bruno Loureiro and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On double-descent in uncertainty quantification in overparametrized
models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7089--7125},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/clarte23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ClarteLKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ComptonKQGK23,
author = {Spencer Compton and
Dmitriy Katz and
Benjamin Qi and
Kristjan H. Greenewald and
Murat Kocaoglu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization
Barrier},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10445--10469},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/compton23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ComptonKQGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CongM23,
author = {Weilin Cong and
Mehrdad Mahdavi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficiently Forgetting What You Have Learned in Graph Representation
Learning via Projection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6674--6703},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CongM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CorreiaWB23,
author = {Alvaro H. C. Correia and
Daniel E. Worrall and
Roberto Bondesan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Neural Simulated Annealing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4946--4962},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/correia23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CorreiaWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Cousins23,
author = {Cyrus Cousins},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6422--6442},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cousins23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Cousins23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Crawford23,
author = {Victoria G. Crawford},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9517--9537},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/crawford23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Crawford23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CunninghamSTWD23,
author = {Harry Jake Cunningham and
Daniel Augusto de Souza and
So Takao and
Mark van der Wilk and
Marc Peter Deisenroth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Actually Sparse Variational Gaussian Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10395--10408},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/cunningham23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CunninghamSTWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CurthS23,
author = {Alicia Curth and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Understanding the Impact of Competing Events on Heterogeneous Treatment
Effect Estimation from Time-to-Event Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7961--7980},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/curth23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CurthS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DahlkeZP23,
author = {Caleb Dahlke and
Sue Zheng and
Jason Pacheco},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fast Variational Estimation of Mutual Information for Implicit and
Explicit Likelihood Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10262--10278},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dahlke23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DahlkeZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DaiXHW0SD23,
author = {Hanjun Dai and
Yuan Xue and
Niao He and
Yixin Wang and
Na Li and
Dale Schuurmans and
Bo Dai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning to Optimize with Stochastic Dominance Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8991--9009},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dai23b.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DaiXHW0SD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DammFVDFL23,
author = {Simon Damm and
Dennis Forster and
Dmytro Velychko and
Zhenwen Dai and
Asja Fischer and
J{\"{o}}rg L{\"{u}}cke},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The {ELBO} of Variational Autoencoders Converges to a Sum of Entropies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3931--3960},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/damm23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DammFVDFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DannGM23,
author = {Christoph Dann and
Mohammad Ghavamzadeh and
Teodor V. Marinov},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multiple-policy High-confidence Policy Evaluation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9470--9487},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dann23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DannGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DaviesSSD23,
author = {Laurence Davies and
Robert Salomone and
Matthew Sutton and
Chris Drovandi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Transport Reversible Jump Proposals},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6839--6852},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/davies23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DaviesSSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DekaS23,
author = {Namrata Deka and
Danica J. Sutherland},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {MMD-B-Fair: Learning Fair Representations with Statistical Testing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9564--9576},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/deka23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DekaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DengS0ZP23,
author = {Zhun Deng and
He Sun and
Steven Wu and
Linjun Zhang and
David C. Parkes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reinforcement Learning with Stepwise Fairness Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10594--10618},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/deng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DengS0ZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DeshwalABBDE23,
author = {Aryan Deshwal and
Sebastian Ament and
Maximilian Balandat and
Eytan Bakshy and
Janardhan Rao Doppa and
David Eriksson},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Optimization over High-Dimensional Combinatorial Spaces via
Dictionary-based Embeddings},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7021--7039},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/deshwal23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DeshwalABBDE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DeutschS23,
author = {Shay Deutsch and
Stefano Soatto},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Graph Spectral Embedding using the Geodesic Betweenness Centrality},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10505--10519},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/deutsch23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DeutschS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DohmatobGG23,
author = {Elvis Dohmatob and
Chuan Guo and
Morgane Goibert},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Origins of Low-Dimensional Adversarial Perturbations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9221--9237},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dohmatob23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DohmatobGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Domingo-EnrichD23,
author = {Carles Domingo{-}Enrich and
Raaz Dwivedi and
Lester Mackey},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Compress Then Test: Powerful Kernel Testing in Near-linear Time},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1174--1218},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/domingo-enrich23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Domingo-EnrichD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DongAGR23,
author = {Hailiang Dong and
James Amato and
Vibhav Gogate and
Nicholas Ruozzi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A New Modeling Framework for Continuous, Sequential Domains},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11118--11131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dong23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DongAGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DongZR23,
author = {Roy Dong and
Heling Zhang and
Lillian J. Ratliff},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Approximate Regions of Attraction in Learning with Decision-Dependent
Distributions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11172--11184},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dong23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DongZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DorigattiSBR23,
author = {Emilio Dorigatti and
Benjamin Schubert and
Bernd Bischl and
David R{\"{u}}gamer},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Frequentist Uncertainty Quantification in Semi-Structured Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1924--1941},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dorigatti23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DorigattiSBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DrygalaNS23,
author = {Marina Drygala and
Sai Ganesh Nagarajan and
Ola Svensson},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Online Algorithms with Costly Predictions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8078--8101},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/drygala23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DrygalaNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DunGJDK23,
author = {Chen Dun and
Mirian Hipolito Garcia and
Chris Jermaine and
Dimitrios Dimitriadis and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient and Light-Weight Federated Learning via Asynchronous Distributed
Dropout},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6630--6660},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/dun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DunGJDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuongLGG23,
author = {Song Duong and
Alberto Lumbreras and
Mike Gartrell and
Patrick Gallinari},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning from Multiple Sources for Data-to-Text and Text-to-Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3733--3753},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/duong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DuongLGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/El-MhamdiFGH23,
author = {El{-}Mahdi El{-}Mhamdi and
Sadegh Farhadkhani and
Rachid Guerraoui and
L{\^{e}}{-}Nguy{\^{e}}n Hoang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Strategyproofness of the Geometric Median},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2603--2640},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/el-mhamdi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/El-MhamdiFGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ElguiNR23,
author = {Kevin Elgui and
Alex Nowak and
Genevi{\`{e}}ve Robin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Statistical Learning Take on the Concordance Index for Survival
Analysis},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4712--4731},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/elgui23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ElguiNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Elmachtoub0Z23,
author = {Adam N. Elmachtoub and
Vishal Gupta and
Yunfan Zhao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Balanced Off-Policy Evaluation for Personalized Pricing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10901--10917},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/elmachtoub23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Elmachtoub0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ErginbasPR23,
author = {Yigit Efe Erginbas and
Soham Phade and
Kannan Ramchandran},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Interactive Learning with Pricing for Optimal and Stable Allocations
in Markets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9773--9806},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/erginbas23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ErginbasPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EsserMSG23,
author = {Pascal Mattia Esser and
Satyaki Mukherjee and
Mahalakshmi Sabanayagam and
Debarghya Ghoshdastidar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Representation Learning Through Tensorized Autoencoders},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8294--8307},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/esser23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EsserMSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EvronOOAS23,
author = {Itay Evron and
Ophir Onn and
Tamar Weiss Orzech and
Hai Azeroual and
Daniel Soudry},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Role of Codeword-to-Class Assignments in Error-Correcting Codes:
An Empirical Study},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8053--8077},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/evron23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EvronOOAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Fabian0K23,
author = {Christian Fabian and
Kai Cui and
Heinz Koeppl},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Sparse Graphon Mean Field Games},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4486--4514},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/fabian23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Fabian0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FaustFS23,
author = {Oisin Faust and
Hamza Fawzi and
James Saunderson},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Bregman Divergence View on the Difference-of-Convex Algorithm},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3427--3439},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/faust23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FaustFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FisherLP0H23,
author = {Jillian Fisher and
Lang Liu and
Krishna Pillutla and
Yejin Choi and
Za{\"{\i}}d Harchaoui},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Influence Diagnostics under Self-concordance},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10028--10076},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/fisher23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FisherLP0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FouratiAQA23,
author = {Fares Fourati and
Vaneet Aggarwal and
Christopher J. Quinn and
Mohamed{-}Slim Alouini},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Randomized Greedy Learning for Non-monotone Stochastic Submodular
Maximization Under Full-bandit Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7455--7471},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/fourati23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FouratiAQA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaillardSD23,
author = {Pierre Gaillard and
Aadirupa Saha and
Soham Dan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {One Arrow, Two Kills: {A} Unified Framework for Achieving Optimal
Regret Guarantees in Sleeping Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7755--7773},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gaillard23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaillardSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GajjarMH23,
author = {Aarshvi Gajjar and
Christopher Musco and
Chinmay Hegde},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Learning for Single Neuron Models with Lipschitz Non-Linearities},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4101--4113},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gajjar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GajjarMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Gao0T23,
author = {Hongchang Gao and
Bin Gu and
My T. Thai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Convergence of Distributed Stochastic Bilevel Optimization
Algorithms over a Network},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9238--9281},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Gao0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GarberLS23,
author = {Dan Garber and
Tsur Livney and
Shoham Sabach},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal
Oracle},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7213--7238},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/garber23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GarberLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaucherSC23,
author = {Solenne Gaucher and
Nicolas Schreuder and
Evgenii Chzhen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fair learning with Wasserstein barycenters for non-decomposable performance
measures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2436--2459},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gaucher23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaucherSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GebhartHS23,
author = {Thomas Gebhart and
Jakob Hansen and
Paul Schrater},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Knowledge Sheaves: {A} Sheaf-Theoretic Framework for Knowledge Graph
Embedding},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9094--9116},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gebhart23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GebhartHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GeffnerD23,
author = {Tomas Geffner and
Justin Domke},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Langevin Diffusion Variational Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {576--593},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/geffner23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GeffnerD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Ghose0HC23,
author = {Amur Ghose and
Yingxue Zhang and
Jianye Hao and
Mark Coates},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Spectral Augmentations for Graph Contrastive Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11213--11266},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ghose23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Ghose0HC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GivensLR23,
author = {Josh Givens and
Song Liu and
Henry W. J. Reeve},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Density Ratio Estimation and Neyman Pearson Classification with Missing
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8645--8681},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/givens23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GivensLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GladinLZRG023,
author = {Egor Gladin and
Maksim Lavrik{-}Karmazin and
Karina Zainullina and
Varvara Rudenko and
Alexander V. Gasnikov and
Martin Tak{\'{a}}c},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Algorithm for Constrained Markov Decision Process with Linear Convergence},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11506--11533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gladin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GladinLZRG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GluchBU23,
author = {Grzegorz Gluch and
Khashayar Barooti and
R{\"{u}}diger L. Urbanke},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Breaking a Classical Barrier for Classifying Arbitrary Test Examples
in the Quantum Model},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11457--11488},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gluch23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GluchBU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GoldfarbH23,
author = {Daniel Goldfarb and
Paul Hand},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Analysis of Catastrophic Forgetting for Random Orthogonal Transformation
Tasks in the Overparameterized Regime},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2975--2993},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/goldfarb23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GoldfarbH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GolrezaeiJL23,
author = {Negin Golrezaei and
Patrick Jaillet and
Jason Cheuk Nam Liang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Incentive-aware Contextual Pricing with Non-parametric Market Noise},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9331--9361},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/golrezaei23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GolrezaeiJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GolrezaeiJLM23,
author = {Negin Golrezaei and
Patrick Jaillet and
Jason Cheuk Nam Liang and
Vahab Mirrokni},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Pricing against a Budget and {ROI} Constrained Buyer},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9282--9307},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/golrezaei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GolrezaeiJLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GottesmanAAL0L23,
author = {Omer Gottesman and
Kavosh Asadi and
Cameron S. Allen and
Samuel Lobel and
George Konidaris and
Michael Littman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Coarse-Grained Smoothness for Reinforcement Learning in Metric Spaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1390--1410},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/gottesman23a.html},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GottesmanAAL0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GrudzienMR23,
author = {Michal Grudzien and
Grigory Malinovsky and
Peter Richt{\'{a}}rik},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Can 5th Generation Local Training Methods Support Client Sampling?
Yes!},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1055--1092},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/grudzien23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GrudzienMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GuoZL23,
author = {Yinglong Guo and
Dongmian Zou and
Gilad Lerman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Unpooling Layer for Graph Generation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3179--3209},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/guo23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GuoZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HageleRLSS023,
author = {Alexander H{\"{a}}gele and
Jonas Rothfuss and
Lars Lorch and
Vignesh Ram Somnath and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {BaCaDI: Bayesian Causal Discovery with Unknown Interventions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1411--1436},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hagele23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HageleRLSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HamedaniJA23,
author = {Erfan Yazdandoost Hamedani and
Afrooz Jalilzadeh and
Necdet S. Aybat},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Randomized Primal-Dual Methods with Adaptive Step Sizes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11185--11212},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yazdandoost-hamedani23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HamedaniJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanMJG23,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Riemannian Accelerated Gradient Methods via Extrapolation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1554--1585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/han23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HanMJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanZWXZ23,
author = {Yuxuan Han and
Jialin Zeng and
Yang Wang and
Yang Xiang and
Jiheng Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal Contextual Bandits with Knapsacks under Realizability via
Regression Oracles},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5011--5035},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/han23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HanZWXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HarkerB23,
author = {Christopher Harker and
Aditya Bhaskara},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Structure of Nonlinear Node Embeddings in Stochastic Block Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6764--6782},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/harker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HarkerB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HashimotoIK23,
author = {Yuka Hashimoto and
Masahiro Ikeda and
Hachem Kadri},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning in {RKHM:} a C*-Algebraic Twist for Kernel Machines},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {692--708},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hashimoto23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HashimotoIK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HatayaY23,
author = {Ryuichiro Hataya and
Makoto Yamada},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nystr{\"{o}}m Method for Accurate and Scalable Implicit Differentiation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4643--4654},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hataya23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HatayaY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HauPG23,
author = {Jia Lin Hau and
Marek Petrik and
Mohammad Ghavamzadeh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Entropic Risk Optimization in Discounted MDPs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {47--76},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lin-hau23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HauPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeABRT23,
author = {Haiyun He and
Gholamali Aminian and
Yuheng Bu and
Miguel R. D. Rodrigues and
Vincent Y. F. Tan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised
Gibbs Algorithm?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8494--8520},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/he23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeABRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeLSGZ0WL23,
author = {Di He and
Shanda Li and
Wenlei Shi and
Xiaotian Gao and
Jia Zhang and
Jiang Bian and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Physics-Informed Neural Networks without Stacked Back-propagation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3034--3047},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/he23a.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HeLSGZ0WL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeM23,
author = {Yuhang He and
Andrew Markham},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {SoundSynp: Sound Source Detection from Raw Waveforms with Multi-Scale
Synperiodic Filterbanks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9010--9023},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/he23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HegselmannBLA0S23,
author = {Stefan Hegselmann and
Alejandro Buendia and
Hunter Lang and
Monica Agrawal and
Xiaoyi Jiang and
David A. Sontag},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {TabLLM: Few-shot Classification of Tabular Data with Large Language
Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5549--5581},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hegselmann23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HegselmannBLA0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeidariS23,
author = {Mohsen Heidari and
Wojciech Szpankowski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning k-qubit Quantum Operators via Pauli Decomposition},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {490--504},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/heidari23a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HeidariS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeidariS23a,
author = {Mohsen Heidari and
Wojciech Szpankowski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Agnostic {PAC} Learning of k-juntas Using L\({}_{\mbox{2}}\)-Polynomial
Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2922--2938},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/heidari23b.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HeidariS23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Hendrikx23,
author = {Hadrien Hendrikx},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A principled framework for the design and analysis of token algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {470--489},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hendrikx23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Hendrikx23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HessVS23,
author = {Tom Hess and
Ron Visbord and
Sivan Sabato},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fast Distributed k-Means with a Small Number of Rounds},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {850--874},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hess23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HessVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HiabuMW23,
author = {Munir Hiabu and
Joseph T. Meyer and
Marvin N. Wright},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Unifying local and global model explanations by functional decomposition
of low dimensional structures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7040--7060},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hiabu23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HiabuMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HoffmanLSSLMS23,
author = {Matthew D. Hoffman and
Tuan Anh Le and
Pavel Sountsov and
Christopher Suter and
Ben Lee and
Vikash K. Mansinghka and
Rif A. Saurous},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10425--10444},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hoffman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HoffmanLSSLMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Holland23,
author = {Matthew J. Holland},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Flexible risk design using bi-directional dispersion},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1586--1623},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/holland23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Holland23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HoltHQSS23,
author = {Samuel Holt and
Alihan H{\"{u}}y{\"{u}}k and
Zhaozhi Qian and
Hao Sun and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Neural Laplace Control for Continuous-time Delayed Systems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1747--1778},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/holt23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HoltHQSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HongLT23,
author = {Kihyuk Hong and
Yuhang Li and
Ambuj Tewari},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Optimization-based Algorithm for Non-stationary Kernel Bandits
without Prior Knowledge},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3048--3085},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hong23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HongLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HongS23,
author = {Chengkuan Hong and
Christian R. Shelton},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Variational Inference for Neyman-Scott Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2002--2018},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HongS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HowsonPF23,
author = {Benjamin Howson and
Ciara Pike{-}Burke and
Sarah Filippi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimism and Delays in Episodic Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6061--6094},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/howson23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HowsonPF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HowsonPF23a,
author = {Benjamin Howson and
Ciara Pike{-}Burke and
Sarah Filippi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Delayed Feedback in Generalised Linear Bandits Revisited},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6095--6119},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/howson23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HowsonPF23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuL23,
author = {Xiaoyan Hu and
Ho{-}fung Leung},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement
Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5411--5437},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuXL023,
author = {Lijie Hu and
Zihang Xiang and
Jiabin Liu and
Di Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Privacy-preserving Sparse Generalized Eigenvalue Problem},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5052--5062},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuXL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangLMY0WWH23,
author = {Yiyan Huang and
Cheuk Hang Leung and
Shumin Ma and
Zhiri Yuan and
Qi Wu and
Siyi Wang and
Dongdong Wang and
Zhixiang Huang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Towards Balanced Representation Learning for Credit Policy Evaluation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3677--3692},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/huang23b.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangLMY0WWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangSWH23,
author = {Zhe Huang and
Mary{-}Joy Sidhom and
Benjamin Wessler and
Michael C. Hughes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fix-A-Step: Semi-supervised Learning From Uncurated Unlabeled Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8373--8394},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/huang23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangSWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangWH23,
author = {Feihu Huang and
Xidong Wu and
Zhengmian Hu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax
Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2365--2389},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/huang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuixZD23,
author = {Tom Huix and
Matthew Zhang and
Alain Durmus},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Tight Regret and Complexity Bounds for Thompson Sampling via Langevin
Monte Carlo},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8749--8770},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/huix23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuixZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HussainSODS23,
author = {Zeshan M. Hussain and
Ming{-}Chieh Shih and
Michael Oberst and
Ilker Demirel and
David A. Sontag},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Falsification of Internal and External Validity in Observational Studies
via Conditional Moment Restrictions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5869--5898},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hussain23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HussainSODS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IdaKK23,
author = {Yasutoshi Ida and
Sekitoshi Kanai and
Atsutoshi Kumagai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fast Block Coordinate Descent for Non-Convex Group Regularizations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2481--2493},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ida23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IdaKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IlandaridevaBIP23,
author = {Sasila Ilandarideva and
Yannis Bekri and
Anatoli Iouditski and
Vianney Perchet},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Stochastic Mirror Descent for Large-Scale Sparse Recovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5931--5957},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ilandarideva23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IlandaridevaBIP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IndelmanH23,
author = {Hedda Cohen Indelman and
Tamir Hazan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Constrained Structured Spaces with Application to Multi-Graph
Matching},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2589--2602},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/indelman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IndelmanH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IshibashiKTH23,
author = {Hideaki Ishibashi and
Masayuki Karasuyama and
Ichiro Takeuchi and
Hideitsu Hino},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A stopping criterion for Bayesian optimization by the gap of expected
minimum simple regrets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6463--6497},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ishibashi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IshibashiKTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IshikawaH23,
author = {Kei Ishikawa and
Niao He},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Kernel Conditional Moment Constraints for Confounding Robust Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {650--674},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ishikawa23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IshikawaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IslamZTDIAILGHL23,
author = {Riashat Islam and
Hongyu Zang and
Manan Tomar and
Aniket Didolkar and
Md Mofijul Islam and
Samin Yeasar Arnob and
Tariq Iqbal and
Xin Li and
Anirudh Goyal and
Nicolas Heess and
Alex Lamb},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Representation Learning in Deep {RL} via Discrete Information Bottleneck},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8699--8722},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/islam23a.html},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IslamZTDIAILGHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/IyengarLW23,
author = {Garud Iyengar and
Henry Lam and
Tianyu Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Hedging against Complexity: Distributionally Robust Optimization with
Parametric Approximation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9976--10011},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/iyengar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/IyengarLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Jalota0AJ023,
author = {Devansh Jalota and
Karthik Gopalakrishnan and
Navid Azizan and
Ramesh Johari and
Marco Pavone},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Online Learning for Traffic Routing under Unknown Preferences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3210--3229},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jalota23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Jalota0AJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Jankowiak23,
author = {Martin Jankowiak},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Variable Selection in a Million Dimensions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {253--282},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jankowiak23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Jankowiak23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JanssenGR23,
author = {Joseph Janssen and
Vincent Guan and
Elina Robeva},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Ultra-marginal Feature Importance: Learning from Data with Causal
Guarantees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10782--10814},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/janssen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JanssenGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JedraLPY23,
author = {Yassir Jedra and
Junghyun Lee and
Alexandre Prouti{\`{e}}re and
Se{-}Young Yun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nearly Optimal Latent State Decoding in Block MDPs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2805--2904},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jedra23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JedraLPY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JeongK23,
author = {Daniel P. Jeong and
Seyoung Kim},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Factorial {SDE} for Multi-Output Gaussian Process Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9755--9772},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jeong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JeongK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JethaniSR23,
author = {Neil Jethani and
Adriel Saporta and
Rajesh Ranganath},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Don't be fooled: label leakage in explanation methods and the importance
of their quantitative evaluation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8925--8953},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jethani23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JethaniSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JiangAMH23,
author = {Ruichen Jiang and
Nazanin Abolfazli and
Aryan Mokhtari and
Erfan Yazdandoost Hamedani},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Conditional Gradient-based Method for Simple Bilevel Optimization
with Convex Lower-level Problem},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10305--10323},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jiang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JiangAMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JimenezK23,
author = {Felix Jimenez and
Matthias Katzfuss},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian
Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1492--1512},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jimenez23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JimenezK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JothimurugesanH23,
author = {Ellango Jothimurugesan and
Kevin Hsieh and
Jianyu Wang and
Gauri Joshi and
Phillip B. Gibbons},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Federated Learning under Distributed Concept Drift},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5834--5853},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jothimurugesan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JothimurugesanH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JuLSZ23,
author = {Haotian Ju and
Dongyue Li and
Aneesh Sharma and
Hongyang R. Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds
on Graph Diffusion},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6314--6341},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ju23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JuLSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JunL23,
author = {Sung Jae Jun and
Sokbae Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Average Adjusted Association: Efficient Estimation with High Dimensional
Confounders},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5980--5996},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JunL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JungP23,
author = {Yohan Jung and
Jinkyoo Park},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3795--3824},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/jung23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JungP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KallusO23,
author = {Nathan Kallus and
Miruna Oprescu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Robust and Agnostic Learning of Conditional Distributional Treatment
Effects},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6037--6060},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kallus23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KallusO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarjolKA23,
author = {Pavan Karjol and
Rohan Kashyap and
Prathosh AP},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Neural Discovery of Permutation Subgroups},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4668--4678},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/karjol23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarjolKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KatoIM23,
author = {Masahiro Kato and
Masaaki Imaizumi and
Kentaro Minami},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Unified Perspective on Probability Divergence via the Density-Ratio
Likelihood: Bridging KL-Divergence and Integral Probability Metrics},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5271--5298},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kato23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KatoIM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KeropyanSD23,
author = {Grigor Keropyan and
David Strieder and
Mathias Drton},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Rank-Based Causal Discovery for Post-Nonlinear Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7849--7870},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/keropyan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KeropyanSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KerriganLS23,
author = {Gavin Kerrigan and
Justin Ley and
Padhraic Smyth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Diffusion Generative Models in Infinite Dimensions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9538--9563},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kerrigan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KerriganLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhanK23,
author = {Rayyan Ahmad Khan and
Martin Kleinsteuber},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Barlow Graph Auto-Encoder for Unsupervised Network Embedding},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {306--322},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/khan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhanK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhanS23,
author = {Asif Khan and
Amos J. Storkey},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adversarial robustness of VAEs through the lens of local geometry},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8954--8967},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/khan23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhanS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KhramtsovaZWB23,
author = {Ekaterina Khramtsova and
Guido Zuccon and
Xi Wang and
Mahsa Baktashmotlagh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Convolutional Persistence as a Remedy to Neural Model Analysis},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10839--10855},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/khramtsova23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KhramtsovaZWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Kim23,
author = {Minyoung Kim},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9167--9190},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kim23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Kim23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimLW23,
author = {Young{-}Geun Kim and
Ying Liu and
Xuexin Wei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Covariate-informed Representation Learning to Prevent Posterior Collapse
of iVAE},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2641--2660},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kim23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimPO23,
author = {Wonyoung Kim and
Myunghee Cho Paik and
Min Hwan Oh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Squeeze All: Novel Estimator and Self-Normalized Bound for Linear
Contextual Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3098--3124},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kim23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimPO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimSMJ23,
author = {Taejin Kim and
Shubhranshu Singh and
Nikhil Madaan and
Carlee Joe{-}Wong},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Characterizing Internal Evasion Attacks in Federated Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {907--921},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kim23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimSMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KimYJNSC23,
author = {Jung{-}Hun Kim and
Se{-}Young Yun and
Minchan Jeong and
Junhyun Nam and
Jinwoo Shin and
Richard Combes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1624--1645},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kim23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KimYJNSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KiralMK23,
author = {Eren Mehmet Kiral and
Thomas M{\"{o}}llenhoff and
Mohammad Emtiyaz Khan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Lie-Group Bayesian Learning Rule},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3331--3352},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kiral23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KiralMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KleindessnerD0Z23,
author = {Matth{\"{a}}us Kleindessner and
Michele Donini and
Chris Russell and
Muhammad Bilal Zafar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient fair {PCA} for fair representation learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5250--5270},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kleindessner23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KleindessnerD0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KlemmerSN23,
author = {Konstantin Klemmer and
Nathan S. Safir and
Daniel B. Neill},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Positional Encoder Graph Neural Networks for Geographic Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1379--1389},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/klemmer23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KlemmerSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KodryanKV23,
author = {Maxim Kodryan and
Dmitry Kropotov and
Dmitry P. Vetrov},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{MARS:} Masked Automatic Ranks Selection in Tensor Decompositions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3718--3732},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kodryan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KodryanKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KoleyASBGD23,
author = {Paramita Koley and
Harshavardhan Alimi and
Shrey Singla and
Sourangshu Bhattacharya and
Niloy Ganguly and
Abir De},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Differentiable Change-point Detection With Temporal Point Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6940--6955},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/koley23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KoleyASBGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KrantsevichHH23,
author = {Nikolay Krantsevich and
Jingyu He and
P. Richard Hahn},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Stochastic Tree Ensembles for Estimating Heterogeneous Effects},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6120--6131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/krantsevich23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KrantsevichHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KumagaiITF23,
author = {Atsutoshi Kumagai and
Tomoharu Iwata and
Hiroshi Takahashi and
Yasuhiro Fujiwara},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Meta-learning for Robust Anomaly Detection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {675--691},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kumagai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KumagaiITF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KuntzLJ23,
author = {Juan Kuntz and
Jen Ning Lim and
Adam M. Johansen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Particle algorithms for maximum likelihood training of latent variable
models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5134--5180},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kuntz23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KuntzLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KuzmanovicHF23,
author = {Milan Kuzmanovic and
Tobias Hatt and
Stefan Feuerriegel},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Estimating Conditional Average Treatment Effects with Missing Treatment
Information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {746--766},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/kuzmanovic23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KuzmanovicHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lacombe23,
author = {Th{\'{e}}o Lacombe},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Homogeneous Unbalanced Regularized Optimal Transport Model with
Applications to Optimal Transport with Boundary},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7311--7330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lacombe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lacombe23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LaiZL23,
author = {Chieh{-}Hsin Lai and
Dongmian Zou and
Gilad Lerman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Robust Variational Autoencoding with Wasserstein Penalty for Novelty
Detection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3538--3567},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lai23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LaiZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LanGFRPAB23,
author = {Charline Le Lan and
Joshua Greaves and
Jesse Farebrother and
Mark Rowland and
Fabian Pedregosa and
Rishabh Agarwal and
Marc G. Bellemare},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Novel Stochastic Gradient Descent Algorithm for Learning Principal
Subspaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1703--1718},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LanGFRPAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LarssonKMW23,
author = {Johan Larsson and
Quentin Klopfenstein and
Mathurin Massias and
Jonas Wallin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Coordinate Descent for {SLOPE}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4802--4821},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/larsson23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LarssonKMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeNF23,
author = {Tam Le and
Truyen Nguyen and
Kenji Fukumizu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Scalable Unbalanced Sobolev Transport for Measures on a Graph},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8521--8560},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/le23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeconteSM23,
author = {Louis Leconte and
Sholom Schechtman and
Eric Moulines},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {ASkewSGD : An Annealed interval-constrained Optimisation method to
train Quantized Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3644--3663},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/leconte23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeconteSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeHK23,
author = {Jane H. Lee and
Saeid Haghighatshoar and
Amin Karbasi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Exact Gradient Computation for Spiking Neural Networks via Forward
Propagation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1812--1831},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lee23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeeHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeHK23a,
author = {Changwoo Lee and
Xiao Hu and
Hun{-}Seok Kim},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Deep Joint Source-Channel Coding with Iterative Source Error Correction},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3879--3902},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lee23c.html},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LeeHK23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeLH23,
author = {Kyungsu Lee and
Haeyun Lee and
Jae Youn Hwang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{USIM} Gate: UpSampling Module for Segmenting Precise Boundaries concerning
Entropy},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {535--562},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lee23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeeLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeeMA23,
author = {Daesoo Lee and
Sara Malacarne and
Erlend Aune},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Vector Quantized Time Series Generation with a Bidirectional Prior
Model},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7665--7693},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lee23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeeMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeonelliV23,
author = {Manuele Leonelli and
Gherardo Varando},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Context-Specific Causal Discovery for Categorical Data Using Staged
Trees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8871--8888},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/leonelli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeonelliV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LewMZGGRM23,
author = {Alexander K. Lew and
George Matheos and
Tan Zhi{-}Xuan and
Matin Ghavamizadeh and
Nishad Gothoskar and
Stuart Russell and
Vikash K. Mansinghka},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{SMCP3:} Sequential Monte Carlo with Probabilistic Program Proposals},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7061--7088},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lew23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LewMZGGRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiF23,
author = {Cheuk Ting Li and
Farzan Farnia},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mode-Seeking Divergences: Theory and Applications to GANs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8321--8350},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ting-li23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiGKGB23,
author = {Kaiyu Li and
Daniel Giles and
Toni Karvonen and
Serge Guillas and
Fran{\c{c}}ois{-}Xavier Briol},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multilevel Bayesian Quadrature},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1845--1868},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/li23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiGKGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiP23,
author = {Ang Li and
Judea Pearl},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Probabilities of Causation: Role of Observational Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10012--10027},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/li23d.html},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiW0KZ23,
author = {Shibo Li and
Zheng Wang and
Akil Narayan and
Robert M. Kirby and
Shandian Zhe},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Meta-Learning with Adjoint Methods},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7239--7251},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/li23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiW0KZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiYLZJ23,
author = {Xiang Li and
Wenhao Yang and
Jiadong Liang and
Zhihua Zhang and
Michael I. Jordan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2207--2261},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/li23b.html},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LiYLZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LimVWD23,
author = {Jen Ning Lim and
Sebastian J. Vollmer and
Lorenz Wolf and
Andrew Duncan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Energy-Based Models for Functional Data using Path Measure Tilting},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1904--1923},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lim23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LimVWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LingXWZL23,
author = {Zenan Ling and
Xingyu Xie and
Qiuhao Wang and
Zongpeng Zhang and
Zhouchen Lin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Global Convergence of Over-parameterized Deep Equilibrium Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {767--787},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ling23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LingXWZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuCTW23,
author = {Vincent Liu and
Yash Chandak and
Philip S. Thomas and
Martha White},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing
Old Data in Nonstationary Environments},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5474--5492},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuCTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuCZ0023,
author = {Shuqi Liu and
Yuzhou Cao and
Qiaozhen Zhang and
Lei Feng and
Bo An},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Consistent Complementary-Label Learning via Order-Preserving Losses},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8734--8748},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23g.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuCZ0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuFELB23,
author = {Sulin Liu and
Qing Feng and
David Eriksson and
Benjamin Letham and
Eytan Bakshy},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sparse Bayesian optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3754--3774},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuFELB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuM23,
author = {Brian Liu and
Rahul Mazumder},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {ForestPrune: Compact Depth-Pruned Tree Ensembles},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9417--9428},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23h.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuQWL23,
author = {Yirui Liu and
Xinghao Qiao and
Liying Wang and
Jessica Lam},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{EEGNN:} Edge Enhanced Graph Neural Network with a Bayesian Nonparametric
Graph Model},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2132--2146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuQWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuRX23,
author = {Yueyang Liu and
Benjamin Van Roy and
Kuang Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nonstationary Bandit Learning via Predictive Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6215--6244},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuRX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuS23,
author = {Yusha Liu and
Aarti Singh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adaptation to Misspecified Kernel Regularity in Kernelised Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4963--4985},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuYYT23,
author = {Ning Liu and
Yue Yu and
Huaiqian You and
Neeraj Tatikola},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{INO:} Invariant Neural Operators for Learning Complex Physical Systems
with Momentum Conservation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6822--6838},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiuYYT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiuZHCYP23,
author = {Xuantong Liu and
Jianfeng Zhang and
Tianyang Hu and
He Cao and
Yuan Yao and
Lujia Pan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Inducing Neural Collapse in Deep Long-tailed Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11534--11544},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/liu23i.html},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LiuZHCYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LopardoPG23,
author = {Gianluigi Lopardo and
Fr{\'{e}}d{\'{e}}ric Precioso and
Damien Garreau},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Sea of Words: An In-Depth Analysis of Anchors for Text Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4848--4879},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lopardo23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LopardoPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LotidisBBL23,
author = {Kyriakos Lotidis and
Nicholas Bambos and
Jose H. Blanchet and
Jiajin Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Wasserstein Distributionally Robust Linear-Quadratic Estimation under
Martingale Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8629--8644},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lotidis23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LotidisBBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LowyGR23,
author = {Andrew Lowy and
Ali Ghafelebashi and
Meisam Razaviyayn},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Private Non-Convex Federated Learning Without a Trusted Server},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5749--5786},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lowy23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LowyGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuSG23,
author = {Xingyu Lu and
Hasin Us Sami and
Basak G{\"{u}}ler},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear
Communication Complexity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10566--10593},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/lu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuisBVB023,
author = {Carlos E. Luis and
Alessandro G. Bottero and
Julia Vinogradska and
Felix Berkenkamp and
Jan Peters},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Model-Based Uncertainty in Value Functions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8029--8052},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/luis23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuisBVB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuoXH23,
author = {Yiling Luo and
Yiling Xie and
Xiaoming Huo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Rate of First Order Algorithms for Entropic Optimal Transport},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2723--2750},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/luo23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuoXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LutherKG23,
author = {Christoph Luther and
Gunnar K{\"{o}}nig and
Moritz Grosse{-}Wentrup},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient {SAGE} Estimation via Causal Structure Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11650--11670},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/luther23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LutherKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaS23,
author = {Ziye Ma and
Somayeh Sojoudi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence
Rate},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3125--3150},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaiMM0SW23,
author = {Tung Mai and
Alexander Munteanu and
Cameron Musco and
Anup Rao and
Chris Schwiegelshohn and
David P. Woodruff},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal Sketching Bounds for Sparse Linear Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11288--11316},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaiMM0SW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaitiJR23,
author = {Arnab Maiti and
Kevin G. Jamieson and
Lillian J. Ratliff},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Instance-dependent Sample Complexity Bounds for Zero-sum Matrix Games},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9429--9469},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/maiti23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaitiJR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MalioutovDW23,
author = {Dmitry M. Malioutov and
Sanjeeb Dash and
Dennis Wei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Heavy Sets with Applications to Interpretable Machine Learning Diagnostics},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5918--5930},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/malioutov23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MalioutovDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MangoldBST23,
author = {Paul Mangold and
Aur{\'{e}}lien Bellet and
Joseph Salmon and
Marc Tommasi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate
Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4894--4916},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mangold23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MangoldBST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarchettiPVPK23,
author = {Giovanni Luca Marchetti and
Vladislav Polianskii and
Anastasiia Varava and
Florian T. Pokorny and
Danica Kragic},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Efficient and Continuous Voronoi Density Estimator},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4732--4744},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/marchetti23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarchettiPVPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarchettiTVK23,
author = {Giovanni Luca Marchetti and
Gustaf Tegn{\'{e}}r and
Anastasiia Varava and
Danica Kragic},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Equivariant Representation Learning via Class-Pose Decomposition},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4745--4756},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/marchetti23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarchettiTVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarfoqNKV23,
author = {Othmane Marfoq and
Giovanni Neglia and
Laetitia Kameni and
Richard Vidal},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Federated Learning for Data Streams},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8889--8924},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/marfoq23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarfoqNKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarxPH0EH23,
author = {Charles Marx and
Youngsuk Park and
Hilaf Hasson and
Yuyang Wang and
Stefano Ermon and
Luke Huan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {But Are You Sure? An Uncertainty-Aware Perspective on Explainable
{AI}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7375--7391},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/marx23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarxPH0EH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MasseranoDIKL23,
author = {Luca Masserano and
Tommaso Dorigo and
Rafael Izbicki and
Mikael Kuusela and
Ann B. Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Simulator-Based Inference with {WALDO:} Confidence Regions by Leveraging
Prediction Algorithms and Posterior Estimators for Inverse Problems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2960--2974},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/masserano23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MasseranoDIKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaunuGR23,
author = {Tyler Maunu and
Thibaut Le Gouic and
Philippe Rigollet},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8183--8210},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/maunu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaunuGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MausWEG23,
author = {Natalie Maus and
Kaiwen Wu and
David Eriksson and
Jacob R. Gardner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Discovering Many Diverse Solutions with Bayesian Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1779--1798},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/maus23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MausWEG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MehtaKPNG23,
author = {Nishant A. Mehta and
Junpei Komiyama and
Vamsi K. Potluru and
Andrea Nguyen and
Mica Grant{-}Hagen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Thresholded linear bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6968--7020},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mehta23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MehtaKPNG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MehtaRPLH23,
author = {Ronak Mehta and
Vincent Roulet and
Krishna Pillutla and
Lang Liu and
Za{\"{\i}}d Harchaoui},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Stochastic Optimization for Spectral Risk Measures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10112--10159},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mehta23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MehtaRPLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MellerB23,
author = {Dan Meller and
Nicolas Berkouk},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Singular Value Representation: {A} New Graph Perspective On Neural
Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3353--3369},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/meller23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MellerB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MengOK23,
author = {Xiangming Meng and
Tomoyuki Obuchi and
Yoshiyuki Kabashima},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On Model Selection Consistency of Lasso for High-Dimensional Ising
Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6783--6805},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/meng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MengOK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MetelliMR23,
author = {Alberto Maria Metelli and
Mirco Mutti and
Marcello Restelli},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Tale of Sampling and Estimation in Discounted Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4575--4601},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/metelli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MetelliMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MianKKV23,
author = {Osman Mian and
David Kaltenpoth and
Michael Kamp and
Jilles Vreeken},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nothing but Regrets - Privacy-Preserving Federated Causal Discovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8263--8278},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mian23a.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MianKKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MikkolaMFK23,
author = {Petrus Mikkola and
Julien Martinelli and
Louis Filstroff and
Samuel Kaski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multi-Fidelity Bayesian Optimization with Unreliable Information Sources},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7425--7454},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mikkola23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MikkolaMFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MinasyanGHD23,
author = {Arshak Minasyan and
Tigran Galstyan and
Sona Hunanyan and
Arnak S. Dalalyan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Matching Map Recovery with an Unknown Number of Outliers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {891--906},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/minasyan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MinasyanGHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MofakhamiMG23,
author = {Mehrnaz Mofakhami and
Ioannis Mitliagkas and
Gauthier Gidel},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Performative Prediction with Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11079--11093},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mofakhami23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MofakhamiMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MonathZAM23,
author = {Nicholas Monath and
Manzil Zaheer and
Kelsey Allen and
Andrew McCallum},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improving Dual-Encoder Training through Dynamic Indexes for Negative
Mining},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9308--9330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/monath23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MonathZAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MondalSTSA23,
author = {Arnab Kumar Mondal and
Lakshya Singhal and
Piyush Tiwary and
Parag Singla and
Prathosh AP},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Minority Oversampling for Imbalanced Data via Class-Preserving Regularized
Auto-Encoders},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3440--3465},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mondal23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MondalSTSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MoriokaH23,
author = {Hiroshi Morioka and
Aapo Hyv{\"{a}}rinen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Connectivity-contrastive learning: Combining causal discovery and
representation learning for multimodal data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3399--3426},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/morioka23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MoriokaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MortierBHLW23,
author = {Thomas Mortier and
Viktor Bengs and
Eyke H{\"{u}}llermeier and
Stijn Luca and
Willem Waegeman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Calibration of Probabilistic Classifier Sets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8857--8870},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mortier23a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/MortierBHLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MossOP23,
author = {Henry B. Moss and
Sebastian W. Ober and
Victor Picheny},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput
Bayesian Optimisation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5213--5230},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/moss23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MossOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MozannarLWSDS23,
author = {Hussein Mozannar and
Hunter Lang and
Dennis Wei and
Prasanna Sattigeri and
Subhro Das and
David A. Sontag},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Who Should Predict? Exact Algorithms For Learning to Defer to Humans},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10520--10545},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mozannar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MozannarLWSDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MualemF23,
author = {Loay Mualem and
Moran Feldman},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Resolving the Approximability of Offline and Online Non-monotone DR-Submodular
Maximization over General Convex Sets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2542--2564},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mualem23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MualemF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MutnyJ023,
author = {Mojmir Mutny and
Tadeusz Janik and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Exploration via Experiment Design in Markov Chains},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7349--7374},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mutny23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MutnyJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NaganumaI23,
author = {Hiroki Naganuma and
Hideaki Iiduka},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Conjugate Gradient Method for Generative Adversarial Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4381--4408},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/naganuma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NaganumaI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakadaGDJ0Z23,
author = {Ryumei Nakada and
Halil Ibrahim Gulluk and
Zhun Deng and
Wenlong Ji and
James Zou and
Linjun Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Understanding Multimodal Contrastive Learning and Incorporating Unpaired
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4348--4380},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nakada23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakadaGDJ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakisCBDBHFM23,
author = {Nikolaos Nakis and
Abdulkadir {\c{C}}elikkanat and
Louis Boucherie and
Christian Djurhuus and
Felix Burmester and
Daniel Mathias Holmelund and
Monika Frolcov{\'{a}} and
Morten M{\o}rup},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Characterizing Polarization in Social Networks using the Signed Relational
Latent Distance Model},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11489--11505},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nakis23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakisCBDBHFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NarimatsuOK23,
author = {Hiromi Narimatsu and
Mayuko Ozawa and
Shiro Kumano},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Collision Probability Matching Loss for Disentangling Epistemic Uncertainty
from Aleatoric Uncertainty},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11355--11370},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/narimatsu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NarimatsuOK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NaumerK23,
author = {Helmuth J. Naumer and
Farzad Kamalabadi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Dimensionality Collapse: Optimal Measurement Selection for Low-Error
Infinite-Horizon Forecasting},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6166--6198},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/naumer23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NaumerK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenBN23,
author = {Duy Nguyen and
Ngoc Bui and
Viet Anh Nguyen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Feasible Recourse Plan via Diverse Interpolation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4679--4698},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenBN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenC23,
author = {Minh{-}Toan Nguyen and
Romain Couillet},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Asymptotic Bayes risk of semi-supervised multitask learning on Gaussian
mixture},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5063--5078},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenG23,
author = {Quan Nguyen and
Roman Garnett},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse
Discovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5231--5249},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenLTPT23,
author = {Truc D. T. Nguyen and
Phung Lai and
Khang Tran and
NhatHai Phan and
My T. Thai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Membership Inference Attack under Local Differential Privacy
in Federated Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5714--5730},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenLTPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NguyenZ23,
author = {Duc Nguyen and
Anderson Ye Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal and Private Learning from Human Response Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {922--958},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nguyen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NguyenZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikaSR23,
author = {Andi Nika and
Adish Singla and
Goran Radanovic},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Online Defense Strategies for Reinforcement Learning Against Adaptive
Reward Poisoning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {335--358},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nika23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikaSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosCV23,
author = {Giannis Nikolentzos and
Michail Chatzianastasis and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node
Representations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1037--1054},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosV23,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Graph Alignment Kernels using Weisfeiler and Leman Hierarchies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2019--2034},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosV23a,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Geometric Random Walk Graph Neural Networks via Implicit Layers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2035--2053},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosV23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NorcliffeCILS23,
author = {Alexander Norcliffe and
Bogdan Cebere and
Fergus Imrie and
Pietro Li{\`{o}} and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {SurvivalGAN: Generating Time-to-Event Data for Survival Analysis},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10279--10304},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/norcliffe23a.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/NorcliffeCILS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NormanWL23,
author = {Tom Norman and
Nir Weinberger and
Kfir Y. Levy},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Robust Linear Regression for General Feature Distribution},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2405--2435},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/norman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NormanWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OkajimaMTK23,
author = {Koki Okajima and
Xiangming Meng and
Takashi Takahashi and
Yoshiyuki Kabashima},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Average case analysis of Lasso under ultra sparse conditions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11317--11330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/okajima23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OkajimaMTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OrvietoRKB23,
author = {Antonio Orvieto and
Anant Raj and
Hans Kersting and
Francis R. Bach},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Explicit Regularization in Overparametrized Models via Noise Injection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7265--7287},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/orvieto23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OrvietoRKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OskarssonSL23,
author = {Joel Oskarsson and
Per Sid{\'{e}}n and
Fredrik Lindsten},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Temporal Graph Neural Networks for Irregular Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4515--4531},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/oskarsson23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OskarssonSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OtaSKTI23,
author = {Toshihiro Ota and
Ikuro Sato and
Rei Kawakami and
Masayuki Tanaka and
Nakamasa Inoue},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning with Partial Forgetting in Modern Hopfield Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6661--6673},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ota23a.html},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OtaSKTI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PalSS023,
author = {Soumyabrata Pal and
Arun Sai Suggala and
Karthikeyan Shanmugam and
Prateek Jain},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal Algorithms for Latent Bandits with Cluster Structure},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7540--7577},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/pal23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PalSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PanosKD23,
author = {Aristeidis Panos and
Ioannis Kosmidis and
Petros Dellaportas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Scalable marked point processes for exchangeable and non-exchangeable
event sequences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {236--252},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/panos23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PanosKD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PatilANP23,
author = {Gandharv Patil and
Prashanth L. A. and
Dheeraj Nagaraj and
Doina Precup},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Finite time analysis of temporal difference learning with linear function
approximation: Tail averaging and regularisation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5438--5448},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/patil23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PatilANP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PattathilZO23,
author = {Sarath Pattathil and
Kaiqing Zhang and
Asuman E. Ozdaglar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning
with Parameter Convergence},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5641--5685},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/pattathil23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PattathilZO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PawelczykLN23,
author = {Martin Pawelczyk and
Himabindu Lakkaraju and
Seth Neel},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Privacy Risks of Algorithmic Recourse},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9680--9696},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/pawelczyk23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PawelczykLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PereiraNRMS23,
author = {Tamara A. Pereira and
Erik Nascimento and
Lucas E. Resck and
Diego Mesquita and
Amauri H. Souza},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Distill n' Explain: explaining graph neural networks using simple
surrogates},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6199--6214},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/pereira23a.html},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/PereiraNRMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PhanLPBHP23,
author = {Hoang Phan and
Trung Le and
Trung Phung and
Anh Tuan Bui and
Nhat Ho and
Dinh Q. Phung},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Global-Local Regularization Via Distributional Robustness},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7644--7664},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/phan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PhanLPBHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PlassierMD23,
author = {Vincent Plassier and
Eric Moulines and
Alain Durmus},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Federated Averaging Langevin Dynamics: Toward a unified theory and
new algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5299--5356},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/plassier23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PlassierMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PlhakSLS23,
author = {Jarom{\'{\i}}r Plh{\'{a}}k and
Ondrej Sotol{\'{a}}r and
Michaela Lebed{\'{\i}}kov{\'{a}} and
David Smahel},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Classification of Adolescents' Risky Behavior in Instant Messaging
Conversations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2390--2404},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/plhak23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PlhakSLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PoliMEWH23,
author = {Michael Poli and
Stefano Massaroli and
Stefano Ermon and
Bryan Wilder and
Eric Horvitz},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Ideal Abstractions for Decision-Focused Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10223--10234},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/poli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PoliMEWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PresmanX23,
author = {Rick Presman and
Jason Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Distance-to-Set Priors and Constrained Bayesian Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2310--2326},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/presman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PresmanX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PuchkinS23,
author = {Nikita Puchkin and
Valeriia Shcherbakova},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Contrastive Approach to Online Change Point Detection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5686--5713},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/puchkin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PuchkinS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PugnanaR23,
author = {Andrea Pugnana and
Salvatore Ruggieri},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {AUC-based Selective Classification},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2494--2514},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/pugnana23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PugnanaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PutchaNF23,
author = {Srshti Putcha and
Christopher Nemeth and
Paul Fearnhead},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Preferential Subsampling for Stochastic Gradient Langevin Dynamics},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8837--8856},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/putcha23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PutchaNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QiBV23,
author = {Dongping Qi and
David Bindel and
Alexander Vladimirsky},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Surveillance Evasion Through Bayesian Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8448--8462},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QiBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QianDZR23,
author = {Xun Qian and
Hanze Dong and
Tong Zhang and
Peter Richt{\'{a}}rik},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Catalyst Acceleration of Error Compensated Methods Leads to Better
Communication Complexity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {615--649},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qian23a.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QianDZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Qin00Z23,
author = {Lianke Qin and
Zhao Song and
Lichen Zhang and
Danyang Zhuo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Online and Unified Algorithm for Projection Matrix Vector Multiplication
with Application to Empirical Risk Minimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {101--156},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Qin00Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QinSL23,
author = {Yuchao Qin and
Mihaela van der Schaar and
Changhee Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns
in Disease Progression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3466--3492},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qin23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QinSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QingMDC23,
author = {Jixiang Qing and
Henry B. Moss and
Tom Dhaene and
Ivo Couckuyt},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {PF\({}^{\mbox{2}}\)ES: Parallel Feasible Pareto Frontier Entropy Search
for Multi-Objective Bayesian Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2565--2588},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qing23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QingMDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QiuLXLBLWS23,
author = {Zeju Qiu and
Weiyang Liu and
Tim Z. Xiao and
Zhen Liu and
Umang Bhatt and
Yucen Luo and
Adrian Weller and
Bernhard Sch{\"{o}}lkopf},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Iterative Teaching by Data Hallucination},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9892--9913},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qiu23a.html},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/QiuLXLBLWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Qoku023,
author = {Arber Qoku and
Florian Buettner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Encoding Domain Knowledge in Multi-view Latent Variable Models: {A}
Bayesian Approach with Structured Sparsity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11545--11562},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qoku23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Qoku023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QuinzanKHCW0M23,
author = {Francesco Quinzan and
Rajiv Khanna and
Moshik Hershcovitch and
Sarel Cohen and
Daniel G. Waddington and
Tobias Friedrich and
Michael W. Mahoney},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fast Feature Selection with Fairness Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7800--7823},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/quinzan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QuinzanKHCW0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RaisaJKH23,
author = {Ossi R{\"{a}}is{\"{a}} and
Joonas J{\"{a}}lk{\"{o}} and
Samuel Kaski and
Antti Honkela},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Noise-Aware Statistical Inference with Differentially Private Synthetic
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3620--3643},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/raisa23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RaisaJKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RajCHM23,
author = {Vishnu Raj and
Tianyu Cui and
Markus Heinonen and
Pekka Marttinen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Incorporating functional summary information in Bayesian neural networks
using a Dirichlet process likelihood approach},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6741--6763},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/raj23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RajCHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RamanMS23,
author = {Natraj Raman and
Daniele Magazzeni and
Sameena Shah},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Hierarchical Models for Counterfactual Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1115--1128},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/raman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RamanMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RangapuramKNMJ023,
author = {Syama Sundar Rangapuram and
Shubham Kapoor and
Rajbir{-}Singh Nirwan and
Pedro Mercado and
Tim Januschowski and
Yuyang Wang and
Michael Bohlke{-}Schneider},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Coherent Probabilistic Forecasting of Temporal Hierarchies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9362--9376},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/rangapuram23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RangapuramKNMJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Redberg0023,
author = {Rachel Redberg and
Yuqing Zhu and
Yu{-}Xiang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Generalized {PTR:} User-Friendly Recipes for Data-Adaptive Algorithms
with Differential Privacy},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3977--4005},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/redberg23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Redberg0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RhoCM23,
author = {Saeyoung Rho and
Rachel Cummings and
Vishal Misra},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Differentially Private Synthetic Control},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1457--1491},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/rho23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RhoCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Riou-DurandSVMP23,
author = {Lionel Riou{-}Durand and
Pavel Sountsov and
Jure Vogrinc and
Charles Margossian and
Sam Power},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adaptive Tuning for Metropolis Adjusted Langevin Trajectories},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8102--8116},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/riou-durand23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Riou-DurandSVMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RobertsonZK23,
author = {Zachary Robertson and
Hantao Zhang and
Sanmi Koyejo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Cooperative Inverse Decision Theory for Uncertain Preferences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5854--5868},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/robertson23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RobertsonZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RomijndersALW23,
author = {Rob Romijnders and
Yuki M. Asano and
Christos Louizos and
Max Welling},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {No time to waste: practical statistical contact tracing with few low-bit
messages},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7943--7960},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/romijnders23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RomijndersALW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Sabato23,
author = {Sivan Sabato},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Robust Algorithms for Learning with Discriminative Feature
Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1024--1036},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sabato23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Sabato23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SahaP023,
author = {Aadirupa Saha and
Aldo Pacchiano and
Jonathan Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Dueling {RL:} Reinforcement Learning with Trajectory Preferences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6263--6289},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/saha23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SahaP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SakaueO23,
author = {Shinsaku Sakaue and
Taihei Oki},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Generalization Bound and Learning of Sparsity Patterns for
Data-Driven Low-Rank Approximation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1--10},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sakaue23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SakaueO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SamaddarMBMCF23,
author = {Anirban Samaddar and
Sandeep Madireddy and
Prasanna Balaprakash and
Taps Maiti and
Gustavo de los Campos and
Ian Fischer},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sparsity-Inducing Categorical Prior Improves Robustness of the Information
Bottleneck},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10207--10222},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/samaddar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SamaddarMBMCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SansfordMWR23,
author = {Hannah Sansford and
Alexander Modell and
Nick Whiteley and
Patrick Rubin{-}Delanchy},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Implications of sparsity and high triangle density for graph representation
learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5449--5473},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sansford23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SansfordMWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SauxM23,
author = {Patrick Saux and
Odalric Maillard},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Risk-aware linear bandits with convex loss},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7723--7754},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/saux23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SauxM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ScannellER23,
author = {Aidan Scannell and
Carl Henrik Ek and
Arthur Richards},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mode-constrained Model-based Reinforcement Learning via Gaussian Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3299--3314},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/scannell23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ScannellER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ScetbonD23,
author = {Meyer Scetbon and
Elvis Dohmatob},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11583--11607},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/scetbon23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ScetbonD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SchmittRB23,
author = {Marvin Schmitt and
Stefan T. Radev and
Paul{-}Christian B{\"{u}}rkner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Meta-Uncertainty in Bayesian Model Comparison},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11--29},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/schmitt23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SchmittRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SeedatJIS23,
author = {Nabeel Seedat and
Alan Jeffares and
Fergus Imrie and
Mihaela van der Schaar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improving Adaptive Conformal Prediction Using Self-Supervised Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10160--10177},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/seedat23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SeedatJIS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SellierD23,
author = {Jeremy Sellier and
Petros Dellaportas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sparse Spectral Bayesian Permanental Process with Generalized Kernel},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2769--2791},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sellier23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SellierD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SelvamZB23,
author = {Nikil Roashan Selvam and
Honghua Zhang and
Guy Van den Broeck},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mixtures of All Trees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11043--11058},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/selvam23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SelvamZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SethuramanLMFBH23,
author = {Muralikrishnna G. Sethuraman and
Romain Lopez and
Rahul Mohan and
Faramarz Fekri and
Tommaso Biancalani and
Jan{-}Christian H{\"{u}}tter},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6371--6387},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sethuraman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SethuramanLMFBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShaerMR23,
author = {Shalev Shaer and
Gal Maman and
Yaniv Romano},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Model-X Sequential Testing for Conditional Independence via Testing
by Betting},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2054--2086},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shaer23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShaerMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShanZZ23,
author = {Jia{-}Wei Shan and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Beyond Performative Prediction: Open-environment Learning with Presence
of Corruptions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7981--7998},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shan23a.html},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ShanZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShangLTK23,
author = {Hongwei Shang and
Jean{-}Marc Langlois and
Kostas Tsioutsiouliklis and
Changsung Kang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Precision/Recall on Imbalanced Test Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9879--9891},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShangLTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShankarSMSF23,
author = {Shiv Shankar and
Ritwik Sinha and
Saayan Mitra and
Moumita Sinha and
Madalina Fiterau},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Direct Inference of Effect of Treatment {(DIET)} for a Cookieless
World},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1869--1887},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shankar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShankarSMSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SharmaFNR23,
author = {Mrinank Sharma and
Sebastian Farquhar and
Eric T. Nalisnick and
Tom Rainforth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Do Bayesian Neural Networks Need To Be Fully Stochastic?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7694--7722},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sharma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SharmaFNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SharoniS23,
author = {Michal Sharoni and
Sivan Sabato},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Capacity Limits of Privileged {ERM}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {523--534},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sharoni23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SharoniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Shen23,
author = {Jie Shen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{PAC} Learning of Halfspaces with Malicious Noise in Nearly Linear
Time},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {30--46},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Shen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShenLCC23,
author = {Han Shen and
Songtao Lu and
Xiaodong Cui and
Tianyi Chen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Distributed Offline Policy Optimization Over Batch Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4443--4472},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shen23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShenLCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShinBSJM23,
author = {Seungjae Shin and
HeeSun Bae and
DongHyeok Shin and
Weonyoung Joo and
Il{-}Chul Moon},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Loss-Curvature Matching for Dataset Selection and Condensation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8606--8628},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShinBSJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Shpitser23,
author = {Ilya Shpitser},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Lauritzen-Chen Likelihood For Graphical Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4181--4195},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shpitser23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Shpitser23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShrivastavaSNO23,
author = {Aman Shrivastava and
Ramprasaath R. Selvaraju and
Nikhil Naik and
Vicente Ordonez},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {CLIP-Lite: Information Efficient Visual Representation Learning with
Language Supervision},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8433--8447},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shrivastava23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShrivastavaSNO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Simchi-LeviW23,
author = {David Simchi{-}Levi and
Chonghuan Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multi-armed Bandit Experimental Design: Online Decision-making and
Adaptive Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3086--3097},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/simchi-levi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Simchi-LeviW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Singh23,
author = {Shashank Singh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nonparametric Indirect Active Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2515--2541},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/singh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Singh23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Smith0FG0R23,
author = {Freddie Bickford Smith and
Andreas Kirsch and
Sebastian Farquhar and
Yarin Gal and
Adam Foster and
Tom Rainforth},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Prediction-Oriented Bayesian Active Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7331--7348},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/smith23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Smith0FG0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SpoerhaseKROG23,
author = {Joachim Spoerhase and
Kamyar Khodamoradi and
Benedikt Riegel and
Bruno Ordozgoiti and
Aristides Gionis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Constant-Factor Approximation Algorithm for Reconciliation k-Median},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1719--1746},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/spoerhase23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SpoerhaseKROG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StantonMW23,
author = {Samuel Stanton and
Wesley J. Maddox and
Andrew Gordon Wilson},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Optimization with Conformal Prediction Sets},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {959--986},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stanton23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StantonMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StewartBBV23,
author = {Lawrence Stewart and
Francis R. Bach and
Quentin Berthet and
Jean{-}Philippe Vert},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Regression as Classification: Influence of Task Formulation on Neural
Network Features},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11563--11582},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stewart23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StewartBBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StirnWSPSK23,
author = {Andrew Stirn and
Harm Wessels and
Megan Schertzer and
Laura Pereira and
Neville E. Sanjana and
David A. Knowles},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Faithful Heteroscedastic Regression with Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5593--5613},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stirn23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StirnWSPSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StocksiekerPC23,
author = {Samuel Stocksieker and
Denys Pommeret and
Arthur Charpentier},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Data Augmentation for Imbalanced Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7774--7799},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stocksieker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StocksiekerPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StoehrRCS23,
author = {Niklas Stoehr and
Benjamin J. Radford and
Ryan Cotterell and
Aaron Schein},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Ordered Matrix Dirichlet for State-Space Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1888--1903},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stoehr23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StoehrRCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Stromme23,
author = {Austin J. Stromme},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sampling From a Schr{\"{o}}dinger Bridge},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4058--4067},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stromme23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Stromme23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StruskiMBST23,
author = {Lukasz Struski and
Marcin Mazur and
Pawel Batorski and
Przemyslaw Spurek and
Jacek Tabor},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bounding Evidence and Estimating Log-Likelihood in {VAE}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5036--5051},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/struski23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StruskiMBST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SuCH023,
author = {Hsin{-}En Su and
Yen{-}Ju Chen and
Ping{-}Chun Hsieh and
Xi Liu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Coordinate Ascent for Off-Policy {RL} with Global Convergence Guarantees},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1331--1378},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/su23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SuCH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SuckerO23,
author = {Michael Sucker and
Peter Ochs},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {PAC-Bayesian Learning of Optimization Algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8145--8164},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sucker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SuckerO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SudarshanPTR23,
author = {Mukund Sudarshan and
Aahlad Manas Puli and
Wesley Tansey and
Rajesh Ranganath},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{DIET:} Conditional independence testing with marginal dependence
measures of residual information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10343--10367},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sudarshan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SudarshanPTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunDD0S23,
author = {Haoran Sun and
Hanjun Dai and
Bo Dai and
Haomin Zhou and
Dale Schuurmans},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Discrete Langevin Samplers via Wasserstein Gradient Flow},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6290--6313},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23f.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunDD0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunKR23,
author = {Lukang Sun and
Avetik G. Karagulyan and
Peter Richt{\'{a}}rik},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Convergence of Stein Variational Gradient Descent under a Weaker Smoothness
Condition},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3693--3717},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunLLW23,
author = {Xiangqian Sun and
Cheuk Hang Leung and
Yijun Li and
Qi Wu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Unified Perspective on Regularization and Perturbation in Differentiable
Subset Selection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4629--4642},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunSLP23,
author = {Xiangyu Sun and
Oliver Schulte and
Guiliang Liu and
Pascal Poupart},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{NTS-NOTEARS:} Learning Nonparametric DBNs With Prior Knowledge},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1942--1964},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunSLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunZBCJWZJ23,
author = {Mingshan Sun and
Ye Zheng and
Tianpeng Bao and
Jianqiu Chen and
Guoqiang Jin and
Liwei Wu and
Rui Zhao and
Xiaoke Jiang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Uni6Dv2: Noise Elimination for 6D Pose Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1832--1844},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23b.html},
timestamp = {Sat, 29 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunZBCJWZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SypherdSNBS23,
author = {Tyler Sypherd and
Nathaniel Stromberg and
Richard Nock and
Visar Berisha and
Lalitha Sankar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Smoothly Giving up: Robustness for Simple Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5376--5410},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sypherd23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SypherdSNBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TabataKNK23,
author = {Koji Tabata and
Junpei Komiyama and
Atsuyoshi Nakamura and
Tamiki Komatsuzaki},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Posterior Tracking Algorithm for Classification Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10994--11022},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tabata23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TabataKNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TagasovskaOB23,
author = {Natasa Tagasovska and
Firat Ozdemir and
Axel Brando},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Retrospective Uncertainties for Deep Models using Vine Copulas},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7528--7539},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tagasovska23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TagasovskaOB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TaheriT23,
author = {Hossein Taheri and
Christos Thrampoulidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On Generalization of Decentralized Learning with Separable Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4917--4945},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/taheri23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TaheriT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TahmasebiLJ23,
author = {Behrooz Tahmasebi and
Derek Lim and
Stefanie Jegelka},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Power of Recursion in Graph Neural Networks for Counting Substructures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11023--11042},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tahmasebi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TahmasebiLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TakeishiK23,
author = {Naoya Takeishi and
Alexandros Kalousis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy
Estimation of Theory-Driven Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4089--4100},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/takeishi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TakeishiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TanLMJB23,
author = {Jasper Tan and
Daniel LeJeune and
Blake Mason and
Hamid Javadi and
Richard G. Baraniuk},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Blessing of Dimensionality in Membership Inference through Regularization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10968--10993},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tan23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TanLMJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TanV23,
author = {Nelvin Tan and
Ramji Venkataramanan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mixed Linear Regression via Approximate Message Passing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2116--2131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TanV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangLWZ23,
author = {Chengliang Tang and
Nathan Lenssen and
Ying Wei and
Tian Zheng},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Wasserstein Distributional Learning via Majorization-Minimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10703--10731},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tang23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangLWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangY23,
author = {Rong Tang and
Yun Yang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Minimax Nonparametric Two-Sample Test under Adversarial Losses},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6132--6165},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TaufiqBM23,
author = {Muhammad Faaiz Taufiq and
Patrick Bl{\"{o}}baum and
Lenon Minorics},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Manifold Restricted Interventional Shapley Values},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5079--5106},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/taufiq23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TaufiqBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TayNFL23,
author = {Sebastian Shenghong Tay and
Quoc Phong Nguyen and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {No-regret Sample-efficient Bayesian Optimization for Finding Nash
Equilibria with Unknown Utilities},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3591--3619},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tay23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TayNFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TelyatnikovS23,
author = {Lev Telyatnikov and
Simone Scardapane},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{EGG-GAE:} scalable graph neural networks for tabular data imputation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2661--2676},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/telyatnikov23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TelyatnikovS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ThorntonC23,
author = {James Thornton and
Marco Cuturi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Rethinking Initialization of the Sinkhorn Algorithm},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8682--8698},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/thornton23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ThorntonC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TirinzoniPL23,
author = {Andrea Tirinzoni and
Matteo Pirotta and
Alessandro Lazaric},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Complexity of Representation Learning in Contextual Linear
Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7871--7896},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tirinzoni23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TirinzoniPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TitFR23,
author = {Karim Tit and
Teddy Furon and
Mathias Rousset},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Gradient-Informed Neural Network Statistical Robustness Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {323--334},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tit23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TitFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TkachukBKJBS23,
author = {Volodymyr Tkachuk and
Seyed Alireza Bakhtiari and
Johannes Kirschner and
Matej Jusup and
Ilija Bogunovic and
Csaba Szepesv{\'{a}}ri},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient Planning in Combinatorial Action Spaces with Applications
to Cooperative Multi-Agent Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6342--6370},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tkachuk23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TkachukBKJBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TriantafillouJC23,
author = {Sofia Triantafillou and
Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Treatment Effects from Observational and Experimental Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7126--7146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/triantafillou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TriantafillouJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TrivediH23,
author = {Prashant Trivedi and
Nandyala Hemachandra},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Multi-Agent congestion cost minimization with linear function approximations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7611--7643},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/trivedi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TrivediH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TsuchidaO23,
author = {Russell Tsuchida and
Cheng Soon Ong},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Deep equilibrium models as estimators for continuous latent variables},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1646--1671},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tsuchida23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TsuchidaO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TsuchiyaIH23,
author = {Taira Tsuchiya and
Shinji Ito and
Junya Honda},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8117--8144},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tsuchiya23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TsuchiyaIH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TurnerG23,
author = {Rosanne Turner and
Peter Grunwald},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Safe Sequential Testing and Effect Estimation in Stratified Count
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4880--4893},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/turner23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TurnerG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/UrlusBCR23,
author = {Ralph E. Q. Urlus and
Max Baak and
St{\'{e}}phane Collot and
Ilan Fridman Rojas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Pointwise sampling uncertainties on the Precision-Recall curve},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8211--8232},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/urlus23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/UrlusBCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VermaBN23,
author = {Rajeev Verma and
Daniel Barrej{\'{o}}n and
Eric T. Nalisnick},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning to Defer to Multiple Experts: Consistent Surrogate Losses,
Confidence Calibration, and Conformal Ensembles},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11415--11434},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/verma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VermaBN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WackerOF23,
author = {Jonas Wacker and
Ruben Ohana and
Maurizio Filippone},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Complex-to-Real Sketches for Tensor Products with Applications to
the Polynomial Kernel},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5181--5212},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wacker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WackerOF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WalkerSYS23,
author = {William I. Walker and
Hugo Soulat and
Changmin Yu and
Maneesh Sahani},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Unsupervised representation learning with recognition-parametrised
probabilistic models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4209--4230},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/walker23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WalkerSYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WanG023,
author = {Runzhe Wan and
Lin Ge and
Rui Song},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Towards Scalable and Robust Structured Bandits: {A} Meta-Learning
Framework},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1144--1173},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WanG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Wang0Z23,
author = {Jing Wang and
Peng Zhao and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Revisiting Weighted Strategy for Non-stationary Parametric Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7913--7942},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23k.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Wang0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangBS23,
author = {Zhenbang Wang and
Emanuel Ben{-}David and
Martin Slawski},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Regularization for Shuffled Data Problems via Exponential Family Priors
on the Permutation Group},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2939--2959},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangCH23,
author = {Rui Wang and
Pengyu Cheng and
Ricardo Henao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Toward Fairness in Text Generation via Mutual Information Minimization
based on Importance Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4473--4485},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23c.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangDLJK23,
author = {Qihan Wang and
Chen Dun and
Fangshuo Liao and
Chris Jermaine and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{LOFT:} Finding Lottery Tickets through Filter-wise Training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6498--6526},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangDLJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangGYZB23,
author = {Zhendong Wang and
Ruijiang Gao and
Mingzhang Yin and
Mingyuan Zhou and
David M. Blei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Probabilistic Conformal Prediction Using Conditional Random Samples},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8814--8836},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23n.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangGYZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangJ23,
author = {Jiachen T. Wang and
Ruoxi Jia},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Data Banzhaf: {A} Robust Data Valuation Framework for Machine Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6388--6421},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23e.html},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangJWG23,
author = {Xiaolu Wang and
Yuchen Jiao and
Hoi{-}To Wai and
Yuantao Gu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Incremental Aggregated Riemannian Gradient Method for Distributed
{PCA}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7492--7510},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23j.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangJWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangK23,
author = {Benjie Wang and
Marta Kwiatkowska},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Compositional Probabilistic and Causal Inference using Tractable Circuit
Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9488--9498},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23o.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangKH23,
author = {Yu Wang and
Mikolaj Kasprzak and
Jonathan H. Huggins},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Targeted Accuracy Diagnostic for Variational Approximations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8351--8372},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23l.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangLDB23,
author = {Ji Wang and
Ding Lu and
Ian Davidson and
Zhaojun Bai},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Scalable Spectral Clustering with Group Fairness Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6613--6629},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23h.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangLDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangLL23,
author = {Zihan Wang and
Jason Lee and
Qi Lei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reconstructing Training Data from Model Gradient, Provably},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6595--6612},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23g.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangR23,
author = {Hongjian Wang and
Aaditya Ramdas},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Huber-robust confidence sequences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9662--9679},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23p.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangSBZ23,
author = {Shengbo Wang and
Nian Si and
Jos{\'{e}} H. Blanchet and
Zhengyuan Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Finite Sample Complexity Bound for Distributionally Robust Q-learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3370--3398},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangSBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZ23,
author = {Zhichao Wang and
Yizhe Zhu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Overparameterized Random Feature Regression with Nearly Orthogonal
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8463--8493},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23m.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZK23,
author = {Lingxiao Wang and
Boxin Zhao and
Mladen Kolar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Differentially Private Matrix Completion through Low-rank Matrix Factorization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5731--5748},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZSQ23,
author = {Yucheng Wang and
Mingyuan Zhou and
Yu Sun and
Xiaoning Qian},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Uncertainty-aware Unsupervised Video Hashing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6722--6740},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23i.html},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZSQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WatsonBKW23,
author = {David S. Watson and
Kristin Blesch and
Jan Kapar and
Marvin N. Wright},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adversarial Random Forests for Density Estimation and Generative Modeling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5357--5375},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/watson23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WatsonBKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Wei0WCBF23,
author = {Dennis Wei and
Haoze Wu and
Min Wu and
Pin{-}Yu Chen and
Clark W. Barrett and
Eitan Farchi},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Convex Bounds on the Softmax Function with Applications to Robustness
Verification},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6853--6878},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wei23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Wei0WCBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeiGSY023,
author = {Honghao Wei and
Arnob Ghosh and
Ness B. Shroff and
Lei Ying and
Xingyu Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Provably Efficient Model-Free Algorithms for Non-stationary CMDPs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6527--6570},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wei23b.html},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeiGSY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeiLLZ23,
author = {Shaokui Wei and
Jiayin Liu and
Bing Li and
Hongyuan Zha},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mean Parity Fair Regression in {RKHS}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4602--4628},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeiLLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeselB23,
author = {Frederiek Wesel and
Kim Batselier},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Tensor-based Kernel Machines with Structured Inducing Points for Large
and High-Dimensional Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8308--8320},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wesel23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeselB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Winnicki023,
author = {Anna Winnicki and
R. Srikant},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On The Convergence Of Policy Iteration-Based Reinforcement Learning
With Monte Carlo Policy Evaluation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9852--9878},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/winnicki23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Winnicki023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WirthKP23,
author = {Elias Samuel Wirth and
Thomas Kerdreux and
Sebastian Pokutta},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {77--100},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wirth23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WirthKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WongsoGM23,
author = {Shelvia Wongso and
Rohan Ghosh and
Mehul Motani},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Using Sliced Mutual Information to Study Memorization and Generalization
in Deep Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11608--11629},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wongso23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WongsoGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuDB0T23,
author = {Suya Wu and
Enmao Diao and
Taposh Banerjee and
Jie Ding and
Vahid Tarokh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Score-based Quickest Change Detection for Unnormalized Models},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10546--10565},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WuDB0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuZWG23,
author = {Ruihan Wu and
Jin Peng Zhou and
Kilian Q. Weinberger and
Chuan Guo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Does Label Differential Privacy Prevent Label Inference Attacks?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4336--4347},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WuZWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiB23,
author = {Quanhan Xi and
Benjamin Bloem{-}Reddy},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Indeterminacy in Generative Models: Characterization and Strong Identifiability},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6912--6939},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiaM023,
author = {Xinyue Xia and
Gal Mishne and
Yusu Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Implicit Graphon Neural Representation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10619--10634},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xia23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiaM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiaW23,
author = {Eric Xia and
Martin J. Wainwright},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Krylov-Bellman boosting: Super-linear policy evaluation in general
state spaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9137--9166},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xia23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiaW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiangZLXZ23,
author = {Yue Xiang and
Dongyao Zhu and
Bowen Lei and
Dongkuan Xu and
Ruqi Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Efficient Informed Proposals for Discrete Distributions via Newton's
Series Approximation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7288--7310},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xiang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiangZLXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiaoSYC23,
author = {Quan Xiao and
Han Shen and
Wotao Yin and
Tianyi Chen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Alternating Projected {SGD} for Equality-constrained Bilevel Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {987--1023},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xiao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiaoSYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XiongLK23,
author = {Zheyang Xiong and
Fangshuo Liao and
Anastasios Kyrillidis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Strong Lottery Ticket Hypothesis with {\(\epsilon\)}-perturbation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6879--6902},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xiong23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XiongLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Xu0023,
author = {Jianyu Xu and
Dan Qiao and
Yu{-}Xiang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Doubly Fair Dynamic Pricing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9941--9975},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23i.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Xu0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Xu0S23,
author = {Zhaozhuo Xu and
Zhao Song and
Anshumali Shrivastava},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Tale of Two Efficient Value Iteration Algorithms for Solving Linear
MDPs with Large Action Space},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {788--836},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Xu0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Xu23,
author = {Zhiqiang Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Accelerated Noise-Tolerant Power Method},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7147--7175},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23g.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Xu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuHNKQFLQLLZ23,
author = {Mengdi Xu and
Peide Huang and
Yaru Niu and
Visak Kumar and
Jielin Qiu and
Chao Fang and
Kuan{-}Hui Lee and
Xuewei Qi and
Henry Lam and
Bo Li and
Ding Zhao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Group Distributionally Robust Reinforcement Learning with Hierarchical
Latent Variables},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2677--2703},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23d.html},
timestamp = {Tue, 18 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuHNKQFLQLLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuM0JWY23,
author = {Ruitu Xu and
Yifei Min and
Tianhao Wang and
Michael I. Jordan and
Zhaoran Wang and
Zhuoran Yang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Finding Regularized Competitive Equilibria of Heterogeneous Agent
Macroeconomic Models via Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {375--407},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23a.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/XuM0JWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuMTMV23,
author = {Ziqing Xu and
Hancheng Min and
Salma Tarmoun and
Enrique Mallada and
Ren{\'{e}} Vidal},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Linear Convergence of Gradient Descent For Finite Width Over-parametrized
Linear Networks With General Initialization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2262--2284},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuMTMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuMXBB23,
author = {Wanqiao Xu and
Yecheng Jason Ma and
Kan Xu and
Hamsa Bastani and
Osbert Bastani},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Uniformly Conservative Exploration in Reinforcement Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10856--10870},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23j.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuMXBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuPK23,
author = {Zaiyan Xu and
Kishan Panaganti and
Dileep Kalathil},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Sample Complexity Bounds for Distributionally Robust Reinforcement
Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9728--9754},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23h.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuWVFL23,
author = {Xinyi Xu and
Zhaoxuan Wu and
Arun Verma and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{FAIR:} Fair Collaborative Active Learning with Individual Rationality
for Scientific Discovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4033--4057},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuWVFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YamaneC0Y23,
author = {Ikko Yamane and
Yann Chevaleyre and
Takashi Ishida and
Florian Yger},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mediated Uncoupled Learning and Validation with Bregman Divergences:
Loss Family with Maximal Generality},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4768--4801},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yamane23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YamaneC0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Yang0Y23,
author = {Zixian Yang and
R. Srikant and
Lei Ying},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning While Scheduling in Multi-Server Systems With Unknown Statistics:
MaxWeight with Discounted {UCB}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4275--4312},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23d.html},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Yang0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangCZHTLW23,
author = {Junjie Yang and
Tianlong Chen and
Mingkang Zhu and
Fengxiang He and
Dacheng Tao and
Yingbin Liang and
Zhangyang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning to Generalize Provably in Learning to Optimize},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9807--9825},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23h.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangCZHTLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangDPKMTCZZKAF23,
author = {Jiachen Yang and
Tarik Dzanic and
Brenden K. Petersen and
Jun Kudo and
Ketan Mittal and
Vladimir Z. Tomov and
Jean{-}Sylvain Camier and
Tuo Zhao and
Hongyuan Zha and
Tzanio V. Kolev and
Robert W. Anderson and
Daniel M. Faissol},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reinforcement Learning for Adaptive Mesh Refinement},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5997--6014},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangDPKMTCZZKAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangDWDSL23,
author = {Shuo Yang and
Yijun Dong and
Rachel A. Ward and
Inderjit S. Dhillon and
Sujay Sanghavi and
Qi Lei},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sample Efficiency of Data Augmentation Consistency Regularization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3825--3853},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23c.html},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/YangDWDSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangGP23,
author = {Yang Yang and
Gennaro Gala and
Robert Peharz},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Structure Scores for Probabilistic Circuits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {563--575},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangGXLA23,
author = {Zhouhao Yang and
Yihong Guo and
Pan Xu and
Anqi Liu and
Animashree Anandkumar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Distributionally Robust Policy Gradient for Offline Contextual Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6443--6462},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangGXLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangW23,
author = {Hongru Yang and
Zhangyang Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1513--1553},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YangYZS23,
author = {Shuoguang Yang and
Yuhao Yan and
Xiuneng Zhu and
Qiang Sun},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Online Linearized {LASSO}},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7594--7610},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yang23g.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YangYZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YaoEL23,
author = {Junwen Yao and
N. Benjamin Erichson and
Miles E. Lopes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Error Estimation for Random Fourier Features},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2348--2364},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YaoEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YaoLY23,
author = {Yao Yao and
Qihang Lin and
Tianbao Yang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Stochastic Methods for {AUC} Optimization subject to AUC-based Fairness
Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10324--10342},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yao23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YaoLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Ye0Z23,
author = {Haotian Ye and
James Zou and
Linjun Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Freeze then Train: Towards Provable Representation Learning under
Spurious Correlations and Feature Noise},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8968--8990},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ye23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Ye0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Yeh0YWBV23,
author = {Sing{-}Yuan Yeh and
Fu{-}Chieh Chang and
Chang{-}Wei Yueh and
Pei{-}Yuan Wu and
Alberto Bernacchia and
Sattar Vakili},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sample Complexity of Kernel-Based Q-Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {453--469},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yeh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Yeh0YWBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YuWHLL23,
author = {Qian Yu and
Yining Wang and
Baihe Huang and
Qi Lei and
Jason D. Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimal Sample Complexity Bounds for Non-convex Optimization under
Kurdyka-Lojasiewicz Condition},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6806--6821},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/yu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YuWHLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZamanKBB23,
author = {Muhammad Aneeq uz Zaman and
Alec Koppel and
Sujay Bhatt and
Tamer Basar},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Oracle-free Reinforcement Learning in Mean-Field Games along a Single
Sample Path},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10178--10206},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zaman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZamanKBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZampetakisZ23,
author = {Emmanouil Zampetakis and
Fred Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Bayesian Strategy-Proof Facility Location via Robust Estimation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4196--4208},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zampetakis23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZampetakisZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Zeng023,
author = {Shiwei Zeng and
Jie Shen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Semi-Verified {PAC} Learning from the Crowd},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {505--522},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zeng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Zeng023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangCLW23,
author = {Mengxiao Zhang and
Shi Chen and
Haipeng Luo and
Yingfei Wang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand
Distribution},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3270--3298},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23e.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangCLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangD23,
author = {Xianyang Zhang and
Trisha Dawn},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Sequential Gradient Descent and Quasi-Newton's Method for Change-Point
Analysis},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1129--1143},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangDCZH023,
author = {Qixin Zhang and
Zengde Deng and
Zaiyi Chen and
Kuangqi Zhou and
Haoyuan Hu and
Yu Yang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Online Learning for Non-monotone DR-Submodular Maximization: From
Full Information to Bandit Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3515--3537},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23f.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangDCZH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangL23,
author = {Hang Zhang and
Ping Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Bound on Generalization Error of Compressed {KNN} Estimator},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7578--7593},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23j.html},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangLLARSN23,
author = {Yikai Zhang and
Jiahe Lin and
Fengpei Li and
Yeshaya Adler and
Kashif Rasul and
Anderson Schneider and
Yuriy Nevmyvaka},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Risk Bounds on Aleatoric Uncertainty Recovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6015--6036},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23h.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangLLARSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangMX23,
author = {Zhiyue Zhang and
Hongyuan Mei and
Yanxun Xu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Continuous-Time Decision Transformer for Healthcare Applications},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6245--6262},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23i.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangMX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangSL23,
author = {Yingying Zhang and
Chengchun Shi and
Shikai Luo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Conformal Off-Policy Prediction},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2751--2768},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangSR23,
author = {Jieyu Zhang and
Linxin Song and
Alex Ratner},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Leveraging Instance Features for Label Aggregation in Programmatic
Weak Supervision},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {157--171},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangSZM23,
author = {Mingtian Zhang and
Yitong Sun and
Chen Zhang and
Steven McDonagh},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Spread Flows for Manifold Modelling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11435--11456},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23k.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangSZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangYLH23,
author = {Huishuai Zhang and
Da Yu and
Yiping Lu and
Di He},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Adversarial Noises Are Linearly Separable for (Nearly) Random Neural
Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2792--2804},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23d.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhangYLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangZLWC23,
author = {Yixuan Zhang and
Feng Zhou and
Zhidong Li and
Yang Wang and
Fang Chen},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Fair Representation Learning with Unreliable Labels},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4655--4667},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhang23g.html},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhangZLWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Zheng00SH23,
author = {Ervine Zheng and
Qi Yu and
Rui Li and
Pengcheng Shi and
Anne R. Haake},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Knowledge Acquisition for Human-In-The-Loop Image Captioning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2191--2206},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zheng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Zheng00SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhengLZ0Z23,
author = {Qin{-}Cheng Zheng and
Shen{-}Huan Lyu and
Shao{-}Qun Zhang and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {On the Consistency Rate of Decision Tree Learning Algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7824--7848},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zheng23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhengLZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouBL23,
author = {Helen Zhou and
Sivaraman Balakrishnan and
Zachary C. Lipton},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Domain Adaptation under Missingness Shift},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9577--9606},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhou23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouQSL23,
author = {Yunzhe Zhou and
Zhengling Qi and
Chengchun Shi and
Lexin Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Optimizing Pessimism in Dynamic Treatment Regimes: {A} Bayesian Learning
Approach},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {6704--6721},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouQSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhuWL23,
author = {Hanlin Zhu and
Ruosong Wang and
Jason D. Lee},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Provably Efficient Reinforcement Learning via Surprise Bound},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4006--4032},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhu23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhuWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhuWPWJSJ23,
author = {Banghua Zhu and
Lun Wang and
Qi Pang and
Shuai Wang and
Jiantao Jiao and
Dawn Song and
Michael I. Jordan},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Byzantine-Robust Federated Learning with Optimal Statistical Rates},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3151--3178},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhu23b.html},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhuWPWJSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhuXL23,
author = {Yaxuan Zhu and
Jianwen Xie and
Ping Li},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Likelihood-Based Generative Radiance Field with Latent Space Energy-Based
Model for 3D-Aware Disentangled Image Representation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4164--4180},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhu23d.html},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhuXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhuXWNZY23,
author = {Xun Zhu and
Yutong Xiong and
Ming Wu and
Gaozhen Nie and
Bin Zhang and
Ziheng Yang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Weather2K: {A} Multivariate Spatio-Temporal Benchmark Dataset for
Meteorological Forecasting Based on Real-Time Observation Data from
Ground Weather Stations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2704--2722},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhuXWNZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZierahnHCN23,
author = {Lukas Zierahn and
Dirk van der Hoeven and
Nicol{\`{o}} Cesa{-}Bianchi and
Gergely Neu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Nonstochastic Contextual Combinatorial Bandits},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {8771--8813},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zierahn23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZierahnHCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2023,
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v206/},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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