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@inproceedings{DBLP:conf/uai/0001H0RF21,
author = {Xingyu Zhao and
Wei Huang and
Xiaowei Huang and
Valentin Robu and
David Flynn},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {BayLIME: Bayesian local interpretable model-agnostic explanations},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {887--896},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhao21a.html},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/0001H0RF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AcharyyaCZDS21,
author = {Rupam Acharyya and
Ankani Chattoraj and
Boyu Zhang and
Shouman Das and
Daniel Stefankovic},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Statistical mechanical analysis of neural network pruning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1988--1997},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/acharyya21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AcharyyaCZDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AdamD21,
author = {Lo{\"{\i}}c Adam and
S{\'{e}}bastien Destercke},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Possibilistic preference elicitation by minimax regret},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {718--727},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/adam21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AdamD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AgarwalGA21,
author = {Mridul Agarwal and
Bhargav Ganguly and
Vaneet Aggarwal},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Communication efficient parallel reinforcement learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {247--256},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/agarwal21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AgarwalGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AgarwalLZ21,
author = {Chirag Agarwal and
Himabindu Lakkaraju and
Marinka Zitnik},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Towards a unified framework for fair and stable graph representation
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2114--2124},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/agarwal21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AgarwalLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AgrawalMAMC21,
author = {Harsh Agrawal and
Eli A. Meirom and
Yuval Atzmon and
Shie Mannor and
Gal Chechik},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Known unknowns: Learning novel concepts using reasoning-by-elimination},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {504--514},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/agrawal21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AgrawalMAMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AhujaSSWRK21,
author = {Kartik Ahuja and
Prasanna Sattigeri and
Karthikeyan Shanmugam and
Dennis Wei and
Karthikeyan Natesan Ramamurthy and
Murat Kocaoglu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Conditionally independent data generation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2050--2060},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ahuja21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AhujaSSWRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AilonLN21,
author = {Nir Ailon and
Omer Leibovitch and
Vineet Nair},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Sparse linear networks with a fixed butterfly structure: theory and
practice},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1174--1184},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ailon21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AilonLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AmendolaHST21,
author = {Carlos Am{\'{e}}ndola and
Benjamin Hollering and
Seth Sullivant and
Ngoc Tran},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Markov equivalence of max-linear Bayesian networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1746--1755},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/amendola21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AmendolaHST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Ananthakrishnan21,
author = {Nivasini Ananthakrishnan and
Shai Ben{-}David and
Tosca Lechner and
Ruth Urner},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Identifying regions of trusted predictions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2125--2134},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ananthakrishnan21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Ananthakrishnan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ArachieH21,
author = {Chidubem Arachie and
Bert Huang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Constrained labeling for weakly supervised learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {236--246},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/arachie21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ArachieH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AthEF21,
author = {George De Ath and
Richard M. Everson and
Jonathan E. Fieldsend},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Asynchronous {\(\epsilon\)}-Greedy Bayesian Optimisation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {578--588},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/de-ath21a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AthEF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BachlechnerMMCM21,
author = {Thomas Bachlechner and
Bodhisattwa Prasad Majumder and
Huanru Henry Mao and
Gary Cottrell and
Julian J. McAuley},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {ReZero is all you need: fast convergence at large depth},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1352--1361},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bachlechner21a.html},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BachlechnerMMCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BandyopadhyayP21,
author = {Sambaran Bandyopadhyay and
Vishal Peter},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Unsupervised constrained community detection via self-expressive graph
neural network},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1078--1088},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bandyopadhyay21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BandyopadhyayP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BaramTM21,
author = {Nir Baram and
Guy Tennenholtz and
Shie Mannor},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Action redundancy in reinforcement learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {376--385},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/baram21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BaramTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BellotS21,
author = {Alexis Bellot and
Mihaela van der Schaar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Application of kernel hypothesis testing on set-valued data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {194--204},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bellot21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BellotS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BellotS21a,
author = {Alexis Bellot and
Mihaela van der Schaar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A kernel two-sample test with selection bias},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {205--214},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bellot21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BellotS21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BeronovWWC21,
author = {Boyan Beronov and
Christian Weilbach and
Frank Wood and
Trevor Campbell},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Sequential core-set Monte Carlo},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2165--2175},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/beronov21a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BeronovWWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BeugnotGG021,
author = {Gaspard Beugnot and
Aude Genevay and
Kristjan H. Greenewald and
Justin Solomon},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Improving approximate optimal transport distances using quantization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {290--300},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/beugnot21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BeugnotGG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BockEK21,
author = {Jasper De Bock and
Alexander Erreygers and
Thomas Krak},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Sum-product laws and efficient algorithms for imprecise Markov chains},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1476--1485},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/de-bock21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BockEK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BoekenM21,
author = {Philip A. Boeken and
Joris M. Mooij},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A Bayesian nonparametric conditional two-sample test with an application
to Local Causal Discovery},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1565--1575},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/boeken21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BoekenM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BoratkoBDM21,
author = {Michael Boratko and
Javier Burroni and
Shib Sankar Dasgupta and
Andrew McCallum},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Min/max stability and box distributions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2146--2155},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/boratko21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BoratkoBDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BranchiniE21,
author = {Nicola Branchini and
V{\'{\i}}ctor Elvira},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Optimized auxiliary particle filters: adapting mixture proposals via
convex optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1289--1299},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/branchini21a.html},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BranchiniE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BremenK21,
author = {Timothy van Bremen and
Ondrej Kuzelka},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Faster lifting for two-variable logic using cell graphs},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1393--1402},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bremen21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BremenK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Brown21,
author = {William Brown},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning in Multi-Player Stochastic Games},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1927--1937},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/brown21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Brown21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BrutzkusG21,
author = {Alon Brutzkus and
Amir Globerson},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {An optimization and generalization analysis for max-pooling networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1650--1660},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/brutzkus21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BrutzkusG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CanonacoSGCRR21,
author = {Giuseppe Canonaco and
Andrea Soprani and
Matteo Giuliani and
Andrea Castelletti and
Manuel Roveri and
Marcello Restelli},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Time-variant variational transfer for value functions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {876--886},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/canonaco21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CanonacoSGCRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CateriniCSD21,
author = {Anthony L. Caterini and
Robert Cornish and
Dino Sejdinovic and
Arnaud Doucet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Variational inference with continuously-indexed normalizing flows},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {44--53},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/caterini21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CateriniCSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CellaP21,
author = {Leonardo Cella and
Massimiliano Pontil},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Multi-task and meta-learning with sparse linear bandits},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1692--1702},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/cella21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CellaP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenQOAT21,
author = {Haipeng Chen and
Wei Qiu and
Han{-}Ching Ou and
Bo An and
Milind Tambe},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Contingency-aware influence maximization: {A} reinforcement learning
approach},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1535--1545},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/chen21b.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenQOAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenWZZ21,
author = {Wei Chen and
Liwei Wang and
Haoyu Zhao and
Kai Zheng},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Combinatorial semi-bandit in the non-stationary environment},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {865--875},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/chen21a.html},
timestamp = {Mon, 28 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenWZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChoiLE21,
author = {Kristy Choi and
Madeline Liao and
Stefano Ermon},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Featurized density ratio estimation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {172--182},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/choi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChoiLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CobbJ21,
author = {Adam D. Cobb and
Brian Jalaian},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Scaling Hamiltonian Monte Carlo inference for Bayesian neural networks
with symmetric splitting},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {675--685},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/cobb21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CobbJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CorsiMF21,
author = {Davide Corsi and
Enrico Marchesini and
Alessandro Farinelli},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Formal verification of neural networks for safety-critical tasks in
deep reinforcement learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {333--343},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/corsi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CorsiMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CuiY21,
author = {Qiwen Cui and
Lin F. Yang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Minimax sample complexity for turn-based stochastic game},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1496--1504},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/cui21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CuiY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DaghaghiMS21,
author = {Shabnam Daghaghi and
Tharun Medini and
Anshumali Shrivastava},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {SDM-Net: {A} simple and effective model for generalized zero-shot
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2103--2113},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/daghaghi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DaghaghiMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Dhull0SL021,
author = {Komal Dhull and
Jingyan Wang and
Nihar B. Shah and
Yuanzhi Li and
R. Ravi},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A heuristic for statistical seriation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {621--631},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/dhull21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Dhull0SL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DiGiovanniT21,
author = {Anthony DiGiovanni and
Ambuj Tewari},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Thompson sampling for Markov games with piecewise stationary opponent
policies},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {738--748},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/digiovanni21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DiGiovanniT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DilkasB21,
author = {Paulius Dilkas and
Vaishak Belle},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Weighted model counting with conditional weights for Bayesian networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {386--396},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/dilkas21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DilkasB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DingJM0XX21,
author = {Fan Ding and
Nan Jiang and
Jianzhu Ma and
Jian Peng and
Jinbo Xu and
Yexiang Xue},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{PALM:} Probabilistic area loss Minimization for Protein Sequence
Alignment},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1100--1109},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ding21c.html},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DingJM0XX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DingX21,
author = {Fan Ding and
Yexiang Xue},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{XOR-SGD:} provable convex stochastic optimization for decision-making
under uncertainty},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {151--160},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ding21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DingX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DingYH21,
author = {Hu Ding and
Fan Yang and
Jiawei Huang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Defending SVMs against poisoning attacks: the hardness and {DBSCAN}
approach},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {268--278},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ding21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DingYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DuH0S0021,
author = {Simon S. Du and
Wei Hu and
Zhiyuan Li and
Ruoqi Shen and
Zhao Song and
Jiajun Wu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {When is particle filtering efficient for planning in partially observed
linear dynamical systems?},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {728--737},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/du21a.html},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DuH0S0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ErikssonJ21,
author = {David Eriksson and
Martin Jankowiak},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {High-dimensional Bayesian optimization with sparse axis-aligned subspaces},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {493--503},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/eriksson21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ErikssonJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ErmisZA21,
author = {Beyza Ermis and
Giovanni Zappella and
C{\'{e}}dric Archambeau},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Towards robust episodic meta-learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1342--1351},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ermis21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ErmisZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Evans21,
author = {Robin J. Evans},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Dependency in {DAG} models with hidden variables},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {813--822},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/evans21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Evans21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FangFY021,
author = {Huang Fang and
Guanhua Fang and
Tan Yu and
Ping Li},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Efficient greedy coordinate descent via variable partitioning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {547--557},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/fang21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FangFY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FangKZ21,
author = {Shikai Fang and
Robert M. Kirby and
Shandian Zhe},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Bayesian streaming sparse Tucker decomposition},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {558--567},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/fang21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FangKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FeldsteinB21,
author = {Jonathan Feldstein and
Vaishak Belle},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Lifted reasoning meets weighted model integration},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {322--332},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/feldstein21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FeldsteinB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FengRW21,
author = {Zhili Feng and
Fred Roosta and
David P. Woodruff},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Non-PSD matrix sketching with applications to regression and optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1841--1851},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/feng21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FengRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FeriancMMR21,
author = {Martin Ferianc and
Partha Maji and
Matthew Mattina and
Miguel Rodrigues},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {On the effects of quantisation on model uncertainty in Bayesian neural
networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {929--938},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ferianc21a.html},
timestamp = {Fri, 01 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/FeriancMMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FinkelsteinASS21,
author = {Noam Finkelstein and
Roy Adams and
Suchi Saria and
Ilya Shpitser},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Partial Identifiability in Discrete Data with Measurement Error},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1798--1808},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/finkelstein21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FinkelsteinASS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FinkelsteinZWSS21,
author = {Noam Finkelstein and
Beata Zjawin and
Elie Wolfe and
Ilya Shpitser and
Robert W. Spekkens},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Entropic Inequality Constraints from e-separation Relations in Directed
Acyclic Graphs with Hidden Variables},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1045--1055},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/finkelstein21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FinkelsteinZWSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GajjarVCR21,
author = {Kshitij Gajjar and
Girish Varma and
Prerona Chatterjee and
Jaikumar Radhakrishnan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Generalized parametric path problems},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {536--546},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gajjar21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GajjarVCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GaoFL0X21,
author = {Yizhao Gao and
Nanyi Fei and
Guangzhen Liu and
Zhiwu Lu and
Tao Xiang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Contrastive prototype learning with augmented embeddings for few-shot
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {140--150},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gao21a.html},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GaoFL0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GaoKM21,
author = {Ji Gao and
Amin Karbasi and
Mohammad Mahmoody},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning and certification under instance-targeted poisoning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2135--2145},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gao21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GaoKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Garriga-AlonsoW21,
author = {Adri{\`{a}} Garriga{-}Alonso and
Mark van der Wilk},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Correlated weights in infinite limits of deep convolutional neural
networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1998--2007},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/garriga-alonso21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Garriga-AlonsoW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GehM21,
author = {Renato Lui Geh and
Denis Deratani Mau{\'{a}}},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning probabilistic sentential decision diagrams under logic constraints
by sampling and averaging},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2039--2049},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/geh21a.html},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GehM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GhasemiHVT21,
author = {Mahsa Ghasemi and
Abolfazl Hashemi and
Haris Vikalo and
Ufuk Topcu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {No-regret learning with high-probability in adversarial Markov decision
processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {992--1001},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ghasemi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GhasemiHVT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GhodsBS21,
author = {Ramina Ghods and
Arundhati Banerjee and
Jeff Schneider},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Decentralized multi-agent active search for sparse signals},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {696--706},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ghods21a.html},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GhodsBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GimelfarbSL21,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Contextual policy transfer in reinforcement learning domains via deep
mixtures-of-experts},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1787--1797},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gimelfarb21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GimelfarbSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GordonKSS21,
author = {Spencer L. Gordon and
Vinayak M. Kumar and
Leonard J. Schulman and
Piyush Srivastava},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Condition number bounds for causal inference},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1948--1957},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gordon21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GordonKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GreenbergMMDFZA21,
author = {Craig S. Greenberg and
Sebastian Macaluso and
Nicholas Monath and
Avinava Dubey and
Patrick Flaherty and
Manzil Zaheer and
Amr Ahmed and
Kyle Cranmer and
Andrew McCallum},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Exact and approximate hierarchical clustering using {A}},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2061--2071},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/greenberg21a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GreenbergMMDFZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GrosseZH21,
author = {Julia Grosse and
Cheng Zhang and
Philipp Hennig},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Probabilistic {DAG} search},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1424--1433},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/grosse21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GrosseZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuY21,
author = {Jeffrey Gu and
Serena Yeung},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Staying in shape: learning invariant shape representations using contrastive
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1852--1862},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gu21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GundersenCZEA21,
author = {Gregory W. Gundersen and
Diana Cai and
Chuteng Zhou and
Barbara E. Engelhardt and
Ryan P. Adams},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Active multi-fidelity Bayesian online changepoint detection},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1916--1926},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gundersen21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GundersenCZEA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuptaA21,
author = {Samarth Gupta and
Saurabh Amin},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Integer programming-based error-correcting output code design for
robust classification},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1724--1734},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gupta21c.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuptaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuptaGDKRM21,
author = {Vipul Gupta and
Avishek Ghosh and
Michal Derezinski and
Rajiv Khanna and
Kannan Ramchandran and
Michael W. Mahoney},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {LocalNewton: Reducing communication rounds for distributed learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {632--642},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gupta21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuptaGDKRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuptaLC21,
author = {Shantanu Gupta and
Zachary C. Lipton and
David Childers},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Estimating treatment effects with observed confounders and mediators},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {982--991},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gupta21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuptaLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HaddenhorstBBH21,
author = {Bj{\"{o}}rn Haddenhorst and
Viktor Bengs and
Jasmin Brandt and
Eyke H{\"{u}}llermeier},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Testification of Condorcet Winners in dueling bandits},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1195--1205},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/haddenhorst21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HaddenhorstBBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HannunGM21,
author = {Awni Y. Hannun and
Chuan Guo and
Laurens van der Maaten},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Measuring data leakage in machine-learning models with Fisher information},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {760--770},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/hannun21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HannunGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HawrylukHMMSWVF21,
author = {Iwona Hawryluk and
Henrique Hoeltgebaum and
Swapnil Mishra and
Xenia Miscouridou and
Ricardo P. Schnekenberg and
Charles Whittaker and
Michaela A. C. Vollmer and
Seth R. Flaxman and
Samir Bhatt and
Thomas A. Mellan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Gaussian process nowcasting: application to {COVID-19} mortality reporting},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1258--1268},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/hawryluk21a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HawrylukHMMSWVF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeWT21,
author = {Fengxiang He and
Bohan Wang and
Dacheng Tao},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Tighter Generalization Bounds for Iterative Differentially Private
Learning Algorithms},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {802--812},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/he21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HeWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HodgkinsonHRM21,
author = {Liam Hodgkinson and
Christopher van der Heide and
Fred Roosta and
Michael W. Mahoney},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Stochastic continuous normalizing flows: training SDEs as ODEs},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1130--1140},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/hodgkinson21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HodgkinsonHRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HultZ21,
author = {Ludvig Hult and
Dave Zachariah},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Inference of causal effects when control variables are unknown},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1300--1309},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/hult21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HultZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/IshikawaG21,
author = {Kei Ishikawa and
Takashi Goda},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Efficient debiased evidence estimation by multilevel Monte Carlo sampling},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {34--43},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ishikawa21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/IshikawaG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JaeckleK21,
author = {Florian Jaeckle and
M. Pawan Kumar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Generating adversarial examples with graph neural networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1556--1564},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/jaeckle21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JaeckleK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JainSK21,
author = {Ayush Jain and
P. K. Srijith and
Mohammad Emtiyaz Khan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Subset-of-data variational inference for deep Gaussian-processes regression},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1362--1370},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/jain21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JainSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JerfelWWHMJ21,
author = {Ghassen Jerfel and
Serena Lutong Wang and
Clara Wong{-}Fannjiang and
Katherine A. Heller and
Yian Ma and
Michael I. Jordan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Variational refinement for importance sampling using the forward Kullback-Leibler
divergence},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1819--1829},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/jerfel21a.html},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JerfelWWHMJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiangZLLL21,
author = {Xue Jiang and
Zhuoran Zheng and
Chen Lyu and
Liang Li and
Lei Lyu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {TreeBERT: {A} tree-based pre-trained model for programming language},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {54--63},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/jiang21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JiangZLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JoukovskyMLD21,
author = {Boris Joukovsky and
Tanmoy Mukherjee and
Huynh Van Luong and
Nikos Deligiannis},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Generalization error bounds for deep unfolding RNNs},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1515--1524},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/joukovsky21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JoukovskyMLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KalraSM21,
author = {Bhavya Kalra and
Kulin Shah and
Naresh Manwani},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{RISAN:} Robust instance specific deep abstention network},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1525--1534},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kalra21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KalraSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KamraL21,
author = {Nitin Kamra and
Yan Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Gradient-based optimization for multi-resource spatial coverage problems},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1885--1894},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kamra21a.html},
timestamp = {Mon, 24 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KamraL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KardoostK21,
author = {Amirhossein Kardoost and
Margret Keuper},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Uncertainty in minimum cost multicuts for image and motion segmentation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2029--2038},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kardoost21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KardoostK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Kasiviswanathan21,
author = {Shiva Prasad Kasiviswanathan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{SGD} with low-dimensional gradients with applications to private
and distributed learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1905--1915},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kasiviswanathan21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Kasiviswanathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Kenig21,
author = {Batya Kenig},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Approximate implication with d-separation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {301--311},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kenig21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Kenig21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KerkoucheCG21,
author = {Raouf Kerkouche and
Gergely {\'{A}}cs and
Claude Castelluccia and
Pierre Genev{\`{e}}s},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Constrained differentially private federated learning for low-bandwidth
devices},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1756--1765},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kerkouche21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KerkoucheCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KesslerNZR21,
author = {Samuel Kessler and
Vu Nguyen and
Stefan Zohren and
Stephen J. Roberts},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Hierarchical Indian buffet neural networks for Bayesian continual
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {749--759},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kessler21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KesslerNZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KhannaHM21,
author = {Rajiv Khanna and
Liam Hodgkinson and
Michael W. Mahoney},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Geometric rates of convergence for kernel-based sampling algorithms},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2156--2164},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/khanna21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KhannaHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KirchhofSRHP21,
author = {Michael Kirchhof and
Lena Schmid and
Christopher Reining and
Michael ten Hompel and
Markus Pauly},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {pRSL: Interpretable multi-label stacking by learning probabilistic
rules},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {461--470},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kirchhof21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KirchhofSRHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Klaska0MR21,
author = {David Klaska and
Anton{\'{\i}}n Kucera and
V{\'{\i}}t Musil and
Vojtech Reh{\'{a}}k},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Regstar: efficient strategy synthesis for adversarial patrolling games},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {471--481},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/klaska21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Klaska0MR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KleinbergORS21,
author = {Jon M. Kleinberg and
Sigal Oren and
Manish Raghavan and
Nadav Sklar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Stochastic model for sunk cost bias},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1279--1288},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kleinberg21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KleinbergORS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Korkmaz21,
author = {Ezgi Korkmaz},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Investigating vulnerabilities of deep neural policies},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1661--1670},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/korkmaz21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Korkmaz21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KothariKHD21,
author = {Konik Kothari and
AmirEhsan Khorashadizadeh and
Maarten V. de Hoop and
Ivan Dokmanic},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Trumpets: Injective flows for inference and inverse problems},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1269--1278},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kothari21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KothariKHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Kristiadi0H21,
author = {Agustinus Kristiadi and
Matthias Hein and
Philipp Hennig},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learnable uncertainty under Laplace approximations},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {344--353},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kristiadi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Kristiadi0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KumarS21,
author = {Abhinav Kumar and
Gaurav Sinha},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Disentangling mixtures of unknown causal interventions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2093--2102},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/kumar21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KumarS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LanC21,
author = {Hui Lan and
Antoni B. Chan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Hierarchical learning of Hidden Markov Models with clustering regularization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1628--1638},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lan21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LanC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeeEPS21,
author = {Eric Hans Lee and
David Eriksson and
Valerio Perrone and
Matthias W. Seeger},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A Nonmyopic Approach to Cost-Constrained Bayesian Optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {568--577},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lee21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeeEPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeisenbergerKSP21,
author = {Harald Leisenberger and
Christian Knoll and
Richard Seeber and
Franz Pernkopf},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Convergence behavior of belief propagation: estimating regions of
attraction via Lyapunov functions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1863--1873},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/leisenberger21a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeisenbergerKSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiLV21,
author = {Dexun Li and
Meghna Lowalekar and
Pradeep Varakantham},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{CLAIM:} curriculum learning policy for influence maximization in
unknown social networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1455--1465},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/li21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiZVB21,
author = {Wenzhe Li and
Zhe Zeng and
Antonio Vergari and
Guy Van den Broeck},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Tractable computation of expected kernels},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1163--1173},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/li21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiZVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LinCW21,
author = {Chiu{-}Chou Lin and
Wei{-}Chen Chiu and
I{-}Chen Wu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {An unsupervised video game playstyle metric via state discretization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {215--224},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lin21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LinCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LinHYH021,
author = {Jyun{-}Li Lin and
Wei Hung and
Shang{-}Hsuan Yang and
Ping{-}Chun Hsieh and
Xi Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Escaping from zero gradient: Revisiting action-constrained reinforcement
learning via Frank-Wolfe policy optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {397--407},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lin21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LinHYH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LinMD21,
author = {Chi{-}Heng Lin and
Joseph D. Miano and
Eva L. Dyer},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Bayesian optimization for modular black-box systems with switching
costs},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1024--1034},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lin21c.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LinMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LingLX21,
author = {Yurong Ling and
Zijing Liu and
Jing{-}Hao Xue},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Dimension reduction for data with heterogeneous missingness},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1310--1320},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ling21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LingLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LittwinGW21,
author = {Etai Littwin and
Tomer Galanti and
Lior Wolf},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {On random kernels of residual architectures},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {897--907},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/littwin21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LittwinGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuB21,
author = {Zijing Liu and
Mauricio Barahona},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Similarity measure for sparse time course data based on Gaussian processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1332--1341},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/liu21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiuB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LoftinSDH21,
author = {Robert Tyler Loftin and
Aadirupa Saha and
Sam Devlin and
Katja Hofmann},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Strategically efficient exploration in competitive multi-agent reinforcement
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1587--1596},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/loftin21a.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LoftinSDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuT021,
author = {Pinyan Lu and
Chao Tao and
Xiaojin Zhang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Variance-dependent best arm identification},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1120--1129},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/lu21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LuT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuoAS21,
author = {Simon Luo and
Lamiae Azizi and
Mahito Sugiyama},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Hierarchical probabilistic model for blind source separation via Legendre
transformation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {312--321},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/luo21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LuoAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuoMCWL21,
author = {Xufang Luo and
Qi Meng and
Wei Chen and
Yunhong Wang and
Tie{-}Yan Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Path-BN: Towards effective batch normalization in the Path Space for
ReLU networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {834--843},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/luo21b.html},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LuoMCWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaHXG021,
author = {Chunwei Ma and
Ziyun Huang and
Jiayi Xian and
Mingchen Gao and
Jinhui Xu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Improving uncertainty calibration of deep neural networks via truth
discovery and geometric optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {75--85},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ma21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MaHXG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaedaS21,
author = {Takashi Nicholas Maeda and
Shohei Shimizu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Causal additive models with unobserved variables},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {97--106},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/maeda21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MaedaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MallickDKJH21,
author = {Ankur Mallick and
Chaitanya Dwivedi and
Bhavya Kailkhura and
Gauri Joshi and
Thomas Yong{-}Jin Han},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Deep kernels with probabilistic embeddings for small-data learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {918--928},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/mallick21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MallickDKJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MarraK21,
author = {Giuseppe Marra and
Ondrej Kuzelka},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Neural markov logic networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {908--917},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/marra21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MarraK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MarxGM21,
author = {Alexander Marx and
Arthur Gretton and
Joris M. Mooij},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A weaker faithfulness assumption based on triple interactions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {451--460},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/marx21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MarxGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MasonTN21,
author = {Blake Mason and
Ardhendu Tripathy and
Robert Nowak},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Nearest neighbor search under uncertainty},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1777--1786},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/mason21a.html},
timestamp = {Mon, 20 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MasonTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MasraniBBNGSW21,
author = {Vaden Masrani and
Rob Brekelmans and
Thang Bui and
Frank Nielsen and
Aram Galstyan and
Greg Ver Steeg and
Frank Wood},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {q-Paths: Generalizing the geometric annealing path using power means},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1938--1947},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/masrani21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MasraniBBNGSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MauroGIB21,
author = {Nicola Di Mauro and
Gennaro Gala and
Marco Iannotta and
Teresa M. A. Basile},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Random probabilistic circuits},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1682--1691},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/di-mauro21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MauroGIB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MekkaouiMBK21,
author = {Khaoula el Mekkaoui and
Diego Mesquita and
Paul Blomstedt and
Samuel Kaski},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Federated stochastic gradient Langevin dynamics},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1703--1712},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/mekkaoui21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MekkaouiMBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Min0K21,
author = {Yifei Min and
Lin Chen and
Amin Karbasi},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {The curious case of adversarially robust models: More data can help,
double descend, or hurt generalization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {129--139},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/min21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Min0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MiuraZ21,
author = {Shuwa Miura and
Shlomo Zilberstein},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A unifying framework for observer-aware planning and its complexity},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {610--620},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/miura21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MiuraZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MondalASP21,
author = {Arnab Kumar Mondal and
Himanshu Asnani and
Parag Singla and
A. P. Prathosh},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {FlexAE: flexibly learning latent priors for wasserstein auto-encoders},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {525--535},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/mondal21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MondalASP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MorettiZNVBP21,
author = {Antonio Khalil Moretti and
Liyi Zhang and
Christian A. Naesseth and
Hadiah Venner and
David M. Blei and
Itsik Pe'er},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {variational combinatorial sequential monte carlo methods for bayesian
phylogenetic inference},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {971--981},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/moretti21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MorettiZNVBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NanfackTF21,
author = {G{\'{e}}raldin Nanfack and
Paul Temple and
Beno{\^{\i}}t Fr{\'{e}}nay},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Global explanations with decision rules: a co-learning approach},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {589--599},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nanfack21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NanfackTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NazarovsCTRS21,
author = {Jurijs Nazarovs and
Rudrasis Chakraborty and
Songwong Tasneeyapant and
Sathya N. Ravi and
Vikas Singh},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A variational approximation for analyzing the dynamics of panel data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {107--117},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nazarovs21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NazarovsCTRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NazarovsMLS21,
author = {Jurijs Nazarovs and
Ronak R. Mehta and
Vishnu Suresh Lokhande and
Vikas Singh},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Graph reparameterizations for enabling 1000+ Monte Carlo iterations
in Bayesian deep neural networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {118--128},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nazarovs21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NazarovsMLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NgHET21,
author = {Yuting Ng and
Ali Hasan and
Khalil Elkhalil and
Vahid Tarokh},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Generative Archimedean copulas},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {643--653},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ng21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NgHET21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenDC21,
author = {Cuong Cao Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Probabilistic task modelling for meta-learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {781--791},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21b.html},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenL0TNP21,
author = {Tuan Nguyen and
Trung Le and
He Zhao and
Quan Hung Tran and
Truyen Nguyen and
Dinh Q. Phung},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Most: multi-source domain adaptation via optimal transport for student-teacher
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {225--235},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21a.html},
timestamp = {Fri, 14 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenL0TNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenLJ21,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning to learn with Gaussian processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1466--1475},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21c.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NguyenLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenWLJ21,
author = {Quoc Phong Nguyen and
Zhaoxuan Wu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Trusted-maximizers entropy search for efficient Bayesian optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1486--1495},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21d.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenWLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NovikovPO21,
author = {Georgii S. Novikov and
Maxim E. Panov and
Ivan V. Oseledets},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Tensor-train density estimation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1321--1331},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/novikov21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NovikovPO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NussbaumG21,
author = {Frank Nussbaum and
Joachim Giesen},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Robust principal component analysis for generalized multi-view models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {686--695},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nussbaum21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NussbaumG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ODonoghueLO21,
author = {Brendan O'Donoghue and
Tor Lattimore and
Ian Osband},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Matrix games with bandit feedback},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {279--289},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/o-donoghue21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ODonoghueLO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OberRW21,
author = {Sebastian W. Ober and
Carl E. Rasmussen and
Mark van der Wilk},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {The promises and pitfalls of deep kernel learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1206--1216},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ober21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/OberRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OhGW21,
author = {ChangYong Oh and
Efstratios Gavves and
Max Welling},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Mixed variable Bayesian optimization with frequency modulated kernels},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {950--960},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/oh21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/OhGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OhsakaM21,
author = {Naoto Ohsaka and
Tatsuya Matsuoka},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Approximation algorithm for submodular maximization under submodular
cover},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {792--801},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ohsaka21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/OhsakaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OliveiraOR21,
author = {Rafael Oliveira and
Lionel Ott and
Fabio Ramos},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {No-regret approximate inference via Bayesian optimisation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2082--2092},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/oliveira21a.html},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OliveiraOR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PaananenAV21,
author = {Topi Paananen and
Michael Riis Andersen and
Aki Vehtari},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Uncertainty-aware sensitivity analysis using R{\'{e}}nyi divergences},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1185--1194},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/paananen21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PaananenAV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PacchianoBPCR21,
author = {Aldo Pacchiano and
Philip J. Ball and
Jack Parker{-}Holder and
Krzysztof Choromanski and
Stephen Roberts},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Towards tractable optimism in model-based reinforcement learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1413--1423},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/pacchiano21a.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PacchianoBPCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PadhAGFM21,
author = {Kirtan Padh and
Diego Antognini and
Emma Lejal Glaude and
Boi Faltings and
Claudiu Musat},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Addressing fairness in classification with a model-agnostic multi-objective
algorithm},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {600--609},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/padh21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PadhAGFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PetersenKZIJM21,
author = {Jens Petersen and
Gregor K{\"{o}}hler and
David Zimmerer and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {GP-ConvCNP: Better generalization for conditional convolutional Neural
Processes on time series data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {939--949},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/petersen21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PetersenKZIJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PodkopaevR21,
author = {Aleksandr Podkopaev and
Aaditya Ramdas},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Distribution-free uncertainty quantification for classification under
label shift},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {844--853},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/podkopaev21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PodkopaevR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PrajapatALYA21,
author = {Manish Prajapat and
Kamyar Azizzadenesheli and
Alexander Liniger and
Yisong Yue and
Anima Anandkumar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Competitive policy optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {64--74},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/prajapat21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PrajapatALYA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PratapK21,
author = {Rameshwar Pratap and
Raghav Kulkarni},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Variance reduction in frequency estimators via control variates method},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {183--193},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/pratap21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PratapK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RangwaniMB21,
author = {Harsh Rangwani and
Konda Reddy Mopuri and
R. Venkatesh Babu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Class balancing {GAN} with a classifier in the loop},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1618--1627},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/rangwani21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RangwaniMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RantanenHJ21,
author = {Kari Rantanen and
Antti Hyttinen and
Matti J{\"{a}}rvisalo},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Maximal ancestral graph structure learning via exact search},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1237--1247},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/rantanen21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RantanenHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RischelW21,
author = {Eigil Fjeldgren Rischel and
Sebastian Weichwald},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Compositional abstraction error and a category of causal models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1013--1023},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/rischel21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RischelW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RuizTCD21,
author = {Francisco J. R. Ruiz and
Michalis K. Titsias and
A. Taylan Cemgil and
Arnaud Doucet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Unbiased gradient estimation for variational auto-encoders using coupled
Markov chains},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {707--717},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ruiz21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RuizTCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RyderPGM21,
author = {Thomas Ryder and
Dennis Prangle and
Andrew Golightly and
Isaac Matthews},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {The neural moving average model for scalable variational inference
of state space models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {12--22},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ryder21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RyderPGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SaadM21,
author = {Feras A. Saad and
Vikash K. Mansinghka},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Hierarchical infinite relational model},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1067--1077},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/saad21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SaadM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SannaiIK21,
author = {Akiyoshi Sannai and
Masaaki Imaizumi and
Makoto Kawano},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Improved generalization bounds of group invariant / equivariant deep
networks via quotient feature spaces},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {771--780},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/sannai21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SannaiIK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SawhneyWMMAS21,
author = {Ramit Sawhney and
Arnav Wadhwa and
Ayush Mangal and
Vivek Mittal and
Shivam Agarwal and
Rajiv Ratn Shah},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Modeling financial uncertainty with multivariate temporal entropy-based
curriculums},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1671--1681},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/sawhney21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SawhneyWMMAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchaefferBKPF21,
author = {Rylan Schaeffer and
Blake Bordelon and
Mikail Khona and
Weiwei Pan and
Ila Rani Fiete},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Efficient online inference for nonparametric mixture models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2072--2081},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/schaeffer21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SchaefferBKPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ScheinNWF21,
author = {Aaron Schein and
Anjali Nagulpally and
Hanna M. Wallach and
Patrick Flaherty},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Doubly non-central beta matrix factorization for {DNA} methylation
data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1895--1904},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/schein21a.html},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ScheinNWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchreuderC21,
author = {Nicolas Schreuder and
Evgenii Chzhen},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Classification with abstention but without disparities},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1227--1236},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/schreuder21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SchreuderC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchwinnNRBTZ0E21,
author = {Leo Schwinn and
An Nguyen and
Ren{\'{e}} Raab and
Leon Bungert and
Daniel Tenbrinck and
Dario Zanca and
Martin Burger and
Bj{\"{o}}rn M. Eskofier},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Identifying untrustworthy predictions in neural networks by geometric
gradient analysis},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {854--864},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/schwinn21a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SchwinnNRBTZ0E21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Seo0K21,
author = {Minkyo Seo and
Yoonho Lee and
Suha Kwak},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {On the distribution of penultimate activations of classification networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1141--1151},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/seo21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Seo0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShangZXLL21,
author = {Fanhua Shang and
Zhihui Zhang and
Tao Xu and
Yuanyuan Liu and
Hongying Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Principal component analysis in the stochastic differential privacy
model},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1110--1119},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/shang21a.html},
timestamp = {Mon, 20 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShangZXLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaAP21,
author = {Apoorva Sharma and
Navid Azizan and
Marco Pavone},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Sketching curvature for efficient out-of-distribution detection for
deep neural networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1958--1967},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/sharma21a.html},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SharmaAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SheshadriSPDG21,
author = {Shreyas Sheshadri and
Avirup Saha and
Priyank Patel and
Samik Datta and
Niloy Ganguly},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Graph-based semi-supervised learning through the lens of safety},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1576--1586},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/sheshadri21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SheshadriSPDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShiVB21,
author = {Claudia Shi and
Victor Veitch and
David M. Blei},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Invariant representation learning for treatment effect estimation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1546--1555},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/shi21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShiVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SomepalliWBVF21,
author = {Gowthami Somepalli and
Yexin Wu and
Yogesh Balaji and
Bhanukiran Vinzamuri and
Soheil Feizi},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Unsupervised anomaly detection with adversarial mirrored autoencoders},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {365--375},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/somepalli21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SomepalliWBVF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongBB21,
author = {Andrew H. Song and
Demba E. Ba and
Emery N. Brown},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{PLSO:} {A} generative framework for decomposing nonstationary time-series
into piecewise stationary oscillatory components},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1371--1381},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/song21a.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SongBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SrinivasanK0R21,
author = {Vishwak Srinivasan and
Justin Khim and
Arindam Banerjee and
Pradeep Ravikumar},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Subseasonal climate prediction in the western {US} using Bayesian
spatial models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {961--970},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/srinivasan21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SrinivasanK0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SrinivasanLBS21,
author = {Ranjani Srinivasan and
Jaron J. R. Lee and
Rohit Bhattacharya and
Ilya Shpitser},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Path dependent structural equation models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {161--171},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/srinivasan21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SrinivasanLBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/StitesZ0SM21,
author = {Sam Stites and
Heiko Zimmermann and
Hao Wu and
Eli Sennesh and
Jan{-}Willem van de Meent},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning proposals for probabilistic programs with inference combinators},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1056--1066},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/stites21a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/StitesZ0SM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/StriederFHD21,
author = {David Strieder and
Tobias Freidling and
Stefan Haffner and
Mathias Drton},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Confidence in causal discovery with linear causal models},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1217--1226},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/strieder21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/StriederFHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SunG21,
author = {Sun Sun and
Hongyu Guo},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Symmetric Wasserstein autoencoders},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {354--364},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/sun21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SunG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TebbuttST21,
author = {Will Tebbutt and
Arno Solin and
Richard E. Turner},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Combining pseudo-point and state space approximations for sum-separable
Gaussian Processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1607--1617},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/tebbutt21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TebbuttST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TennenholtzSME21,
author = {Guy Tennenholtz and
Uri Shalit and
Shie Mannor and
Yonathan Efroni},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Bandits with partially observable confounded data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {430--439},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/tennenholtz21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TennenholtzSME21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TeshimaS21,
author = {Takeshi Teshima and
Masashi Sugiyama},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Incorporating causal graphical prior knowledge into predictive modeling
via simple data augmentation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {86--96},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/teshima21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TeshimaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TitsiasRNG21,
author = {Michalis K. Titsias and
Francisco J. R. Ruiz and
Sotirios Nikoloutsopoulos and
Alexandre Galashov},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Information theoretic meta learning with Gaussian processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1597--1606},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/titsias21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TitsiasRNG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TriantafillouJC21,
author = {Sofia Triantafillou and
Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Causal and interventional Markov boundaries},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1434--1443},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/triantafillou21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TriantafillouJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TroopGY21,
author = {Dylan Troop and
Fr{\'{e}}deric Godin and
Jia Yuan Yu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Bias-corrected peaks-over-threshold estimation of the CVaR},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1809--1818},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/troop21a.html},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TroopGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/UhrenholtCJ21,
author = {Anders Kirk Uhrenholt and
Valentin Charvet and
Bj{\o}rn Sand Jensen},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Probabilistic selection of inducing points in sparse Gaussian processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1035--1044},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/uhrenholt21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/UhrenholtCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/UlmerC21,
author = {Dennis Ulmer and
Giovanni Cin{\`{a}}},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Know your limits: Uncertainty estimation with ReLU classifiers fails
at reliable {OOD} detection},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1766--1776},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/ulmer21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/UlmerC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VaderaGNM21,
author = {Meet P. Vadera and
Soumya Ghosh and
Kenney Ng and
Benjamin M. Marlin},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Post-hoc loss-calibration for Bayesian neural networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1403--1412},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/vadera21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/VaderaGNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangH0021,
author = {Xiaosen Wang and
Jin Hao and
Yichen Yang and
Kun He},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Natural language adversarial defense through synonym encoding},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {823--833},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wang21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangH0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangKK21,
author = {Nan Wang and
Branislav Kveton and
Maryam Karimzadehgan},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {CORe: Capitalizing On Rewards in Bandit Exploration},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1968--1978},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wang21c.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangSC21,
author = {Yu Wang and
Yuesong Shen and
Daniel Cremers},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Explicit pairwise factorized graph neural network for semi-supervised
node classification},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1979--1987},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wang21d.html},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangWR21,
author = {Benjie Wang and
Stefan Webb and
Tom Rainforth},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Statistically robust neural network classification},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1735--1745},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wang21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WatsonGTF21,
author = {David S. Watson and
Limor Gultchin and
Ankur Taly and
Luciano Floridi},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Local explanations via necessity and sufficiency: unifying theory
and practice},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1382--1392},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/watson21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WatsonGTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WengXZLZ21,
author = {Bowen Weng and
Huaqing Xiong and
Lin Zhao and
Yingbin Liang and
Wei Zhang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Finite-time theory for momentum Q-learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {665--674},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/bowen21a.html},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WengXZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WhiteNS21,
author = {Colin White and
Sam Nolen and
Yash Savani},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Exploring the loss landscape in neural architecture search},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {654--664},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/white21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WhiteNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WickerLPPAK21,
author = {Matthew Wicker and
Luca Laurenti and
Andrea Patane and
Nicola Paoletti and
Alessandro Abate and
Marta Kwiatkowska},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Certification of iterative predictions in Bayesian neural networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1713--1723},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wicker21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WickerLPPAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WienobstBL21,
author = {Marcel Wien{\"{o}}bst and
Max Bannach and
Maciej Liskiewicz},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Extendability of causal graphical models: Algorithms and computational
complexity},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1248--1257},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/wienobst21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WienobstBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/X21,
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Preface and Frontmatter},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1--11},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/campos21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuL21,
author = {Haike Xu and
Jian Li},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Simple combinatorial algorithms for combinatorial bandits: corruptions
and approximations},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1444--1454},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/xu21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuPFCT21,
author = {Lily Xu and
Andrew Perrault and
Fei Fang and
Haipeng Chen and
Milind Tambe},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Robust reinforcement learning under minimax regret for green security},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {257--267},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/xu21a.html},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XuPFCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YanBC21,
author = {Xinyan Yan and
Byron Boots and
Ching{-}An Cheng},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Explaining fast improvement in online imitation learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1874--1884},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/yan21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YanBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangB21,
author = {Yinchong Yang and
Florian Buettner},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Multi-output Gaussian Processes for uncertainty-aware recommender
systems},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1505--1514},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/yang21a.html},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YangB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YuZTSK21,
author = {Zhongjie Yu and
Mingye Zhu and
Martin Trapp and
Arseny Skryagin and
Kristian Kersting},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Leveraging probabilistic circuits for nonparametric multi-output regression},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2008--2018},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/yu21a.html},
timestamp = {Mon, 20 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YuZTSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZablotskaiaDSL21,
author = {Polina Zablotskaia and
Edoardo A. Dominici and
Leonid Sigal and
Andreas M. Lehrmann},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{PROVIDE:} a probabilistic framework for unsupervised video decomposition},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2019--2028},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zablotskaia21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZablotskaiaDSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZengA0RR21,
author = {Sihan Zeng and
Malik Aqeel Anwar and
Thinh T. Doan and
Arijit Raychowdhury and
Justin Romberg},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {A decentralized policy gradient approach to multi-task reinforcement
learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1002--1012},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zeng21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZengA0RR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZengUZFL21,
author = {Xiaohui Zeng and
Raquel Urtasun and
Richard S. Zemel and
Sanja Fidler and
Renjie Liao},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {{NP-DRAW:} {A} Non-Parametric Structured Latent Variable Model for
Image Generation},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1089--1099},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zeng21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZengUZFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangCT21,
author = {Bingyuan Zhang and
Jie Chen and
Yoshikazu Terada},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Dynamic visualization for {L1} fusion convex clustering in near-linear
time},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {515--524},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhang21d.html},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangL21,
author = {Zhiyi Zhang and
Ziyin Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {On the distributional properties of adaptive gradients},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {419--429},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhang21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangTLZ21,
author = {Jiaxin Zhang and
Hoang Tran and
Dan Lu and
Guannan Zhang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Enabling long-range exploration in minimization of multimodal functions},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1639--1649},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhang21e.html},
timestamp = {Mon, 20 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangTLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangYGKH21,
author = {Siqi Zhang and
Junchi Yang and
Crist{\'{o}}bal Guzm{\'{a}}n and
Negar Kiyavash and
Niao He},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {The complexity of nonconvex-strongly-concave minimax optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {482--492},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhang21c.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangYGKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangZXC021,
author = {Xin{-}Yu Zhang and
Kai Zhao and
Taihong Xiao and
Ming{-}Ming Cheng and
Ming{-}Hsuan Yang},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Structured sparsification with joint optimization of group convolution
and channel shuffle},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {440--450},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhang21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangZXC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoDIL21,
author = {David Zhao and
Niccol{\`{o}} Dalmasso and
Rafael Izbicki and
Ann B. Lee},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Diagnostics for conditional density models and Bayesian inference
algorithms},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1830--1840},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhao21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhaoDIL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhouLP21,
author = {Chenghui Zhou and
Chun{-}Liang Li and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Unsupervised program synthesis for images by sampling without replacement},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {408--418},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhou21b.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhouLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhouZYFXH21,
author = {Pan Zhou and
Yingtian Zou and
Xiao{-}Tong Yuan and
Jiashi Feng and
Caiming Xiong and
Steven C. H. Hoi},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Task similarity aware meta learning: theory-inspired improvement on
{MAML}},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {23--33},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zhou21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhouZYFXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Zou0G21,
author = {Difan Zou and
Pan Xu and
Quanquan Gu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave
Sampling},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1152--1162},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/zou21a.html},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Zou0G21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2021,
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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