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@inproceedings{DBLP:conf/uai/0001J0G23,
author = {Lingxiao Wang and
Bargav Jayaraman and
David Evans and
Quanquan Gu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Efficient Privacy-Preserving Stochastic Nonconvex Optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2203--2213},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/0001J0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0002023,
author = {Zhiming Huang and
Jianping Pan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A near-optimal high-probability swap-Regret upper bound for multi-agent
bandits in unknown general-sum games},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {911--921},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/huang23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/0002023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0002GN23,
author = {Saurabh Mathur and
Vibhav Gogate and
Sriraam Natarajan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Knowledge Intensive Learning of Cutset Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1380--1389},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/mathur23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/0002GN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0002SL0023,
author = {Jiazheng Li and
Zhaoyue Sun and
Bin Liang and
Lin Gui and
Yulan He},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{CUE:} An Uncertainty Interpretation Framework for Text Classifiers
Built on Pre-Trained Language Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1253--1262},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/li23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/0002SL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0003TCB23,
author = {Yang You and
Vincent Thomas and
Francis Colas and
Olivier Buffet},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Monte-Carlo Search for an Equilibrium in Dec-POMDPs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2444--2453},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/you23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/0003TCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0005ZGW23,
author = {Yuqing Zhu and
Xuandong Zhao and
Chuan Guo and
Yu{-}Xiang Wang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Private Prediction Strikes Back! Private Kernelized Nearest Neighbors
with Individual R{\'{e}}nyi Filter},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2586--2596},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhu23b.html},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/0005ZGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Abu-El-HaijaDFA23,
author = {Sami Abu{-}El{-}Haija and
Joshua V. Dillon and
Bahare Fatemi and
Kyriakos Axiotis and
Neslihan Bulut and
Johannes Gasteiger and
Bryan Perozzi and
MohammadHossein Bateni},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {SubMix: Learning to Mix Graph Sampling Heuristics},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1--10},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/abu-el-haija23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Abu-El-HaijaDFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AchituveCF23,
author = {Idan Achituve and
Gal Chechik and
Ethan Fetaya},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Guided Deep Kernel Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {11--21},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/achituve23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AchituveCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AdamczykMATK23,
author = {Jacob Adamczyk and
Volodymyr Makarenko and
Argenis Arriojas and
Stas Tiomkin and
Rahul V. Kulkarni},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Bounding the optimal value function in compositional reinforcement
learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {22--32},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/adamczyk23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AdamczykMATK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AgarwalHYS23,
author = {Sakshi Agarwal and
Gabriel Hope and
Ali Younis and
Erik B. Sudderth},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A decoder suffices for query-adaptive variational inference},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {33--44},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/agarwal23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AgarwalHYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AlamKSS23,
author = {Md I. I. Alam and
Koushik Kar and
Theodoros Salonidis and
Horst Samulowitz},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{FLASH:} Automating federated learning using {CASH}},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {45--55},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/alam23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AlamKSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AlouiDLT23,
author = {Ahmed Aloui and
Juncheng Dong and
Cat P. Le and
Vahid Tarokh},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Transfer learning for individual treatment effect estimation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {56--66},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/aloui23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AlouiDLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AndradeT23,
author = {Daniel Andrade and
Akiko Takeda},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust Gaussian process regression with the trimmed marginal likelihood},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {67--76},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/andrade23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AndradeT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AoRS23,
author = {Shuang Ao and
Stefan Rueger and
Advaith Siddharthan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Two Sides of Miscalibration: Identifying Over and Under-Confidence
Prediction for Network Calibration},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {77--87},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AoRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AroraIGS23,
author = {Viplove Arora and
Daniele Irto and
Sebastian Goldt and
Guido Sanguinetti},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Quantifying lottery tickets under label noise: accuracy, calibration,
and complexity},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {88--98},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/arora23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AroraIGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ArriojasATK23,
author = {Argenis Arriojas and
Jacob Adamczyk and
Stas Tiomkin and
Rahul V. Kulkarni},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Bayesian inference approach for entropy regularized reinforcement
learning with stochastic dynamics},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {99--109},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/arriojas23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ArriojasATK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BanerjeeCZB23,
author = {Arindam Banerjee and
Pedro Cisneros{-}Velarde and
Libin Zhu and
Mikhail Belkin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Neural tangent kernel at initialization: linear width suffices},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {110--118},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/banerjee23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BanerjeeCZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BangD23,
author = {Christine W. Bang and
Vanessa Didelez},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Do we become wiser with time? On causal equivalence with tiered background
knowledge},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {119--129},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BangD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BauvinCCGKC23,
author = {Baptiste Bauvin and
C{\'{e}}cile Capponi and
Florence Clerc and
Pascal Germain and
Sokol Ko{\c{c}}o and
Jacques Corbeil},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble
classifier based on local expertise for fat data},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {130--140},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bauvin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BauvinCCGKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BenavoliAP23,
author = {Alessio Benavoli and
Dario Azzimonti and
Dario Piga},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning Choice Functions with Gaussian Processes},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {141--151},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/benavoli23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BenavoliAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BerenbrinkHKKR23,
author = {Petra Berenbrink and
Max Hahn{-}Klimroth and
Dominik Kaaser and
Lena Krieg and
Malin Rau},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Inference of a rumor's source in the independent cascade model},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {152--162},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/berenbrink23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BerenbrinkHKKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BhattacharjeeV023,
author = {Anirban Bhattacharjee and
Sushant Vijayan and
Sandeep Juneja},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Best arm identification in rare events},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {163--172},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bhattacharjee23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BhattacharjeeV023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BieriSD023,
author = {Valentin Bieri and
Paul Streli and
Berken Utku Demirel and
Christian Holz},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {BeliefPPG: Uncertainty-aware heart rate estimation from {PPG} signals
via belief propagation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {173--183},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bieri23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BieriSD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BitzerMZ23,
author = {Matthias Bitzer and
Mona Meister and
Christoph Zimmer},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Amortized Inference for Gaussian Process Hyperparameters of Structured
Kernels},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {184--194},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bitzer23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BitzerMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BoekenKJMZ23,
author = {Philip A. Boeken and
Noud de Kroon and
Mathijs de Jong and
Joris M. Mooij and
Onno Zoeter},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Correcting for selection bias and missing response in regression using
privileged information},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {195--205},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/boeken23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BoekenKJMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BondugulaMP23,
author = {Kartheek Bondugula and
Santiago Mazuelas and
Aritz P{\'{e}}rez},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Efficient Learning of Minimax Risk Classifiers in High Dimensions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {206--215},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bondugula23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BondugulaMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BouniaK23,
author = {Louenas Bounia and
Fr{\'{e}}d{\'{e}}ric Koriche},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Approximating probabilistic explanations via supermodular minimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {216--225},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/bounia23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BouniaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BoydCMS23,
author = {Alex Boyd and
Yuxin Chang and
Stephan Mandt and
Padhraic Smyth},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Inference for mark-censored temporal point processes},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {226--236},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/boyd23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BoydCMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BurrellS23,
author = {Noah Burrell and
Grant Schoenebeck},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Testing conventional wisdom (of the crowd)},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {237--248},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/burrell23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BurrellS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Cao023,
author = {Runlin Cao and
Zhixin Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Overcoming Language Priors for Visual Question Answering via Loss
Rebalancing Label and Global Context},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {249--259},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Cao023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CaoGTHMB23,
author = {William X. Cao and
Poorva Garg and
Ryan Tjoa and
Steven Holtzen and
Todd D. Millstein and
Guy Van den Broeck},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Scaling integer arithmetic in probabilistic programs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {260--270},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cao23b.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CaoGTHMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CareyE23,
author = {Ryan Carey and
Tom Everitt},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Human Control: Definitions and Algorithms},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {271--281},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/carey23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CareyE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChakrabortyGLN23,
author = {Sunrit Chakraborty and
Aritra Guha and
Rayleigh Lei and
XuanLong Nguyen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Scalable nonparametric Bayesian learning for dynamic velocity fields},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {282--292},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chakraborty23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChakrabortyGLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChandrasekaranT23,
author = {Gautam Chandrasekaran and
Ambuj Tewari},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning in online MDPs: is there a price for handling the communicating
case?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {293--302},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chandrasekaran23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChandrasekaranT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Chen0G23,
author = {Jinghui Chen and
Yuan Cao and
Quanquan Gu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Benign Overfitting in Adversarially Robust Linear Classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {313--323},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Chen0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenHKNHT23,
author = {Bo Chen and
Calvin Hawkins and
Mustafa O. Karabag and
Cyrus Neary and
Matthew T. Hale and
Ufuk Topcu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Differential Privacy in Cooperative Multiagent Planning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {347--357},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23e.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenHKNHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenLSNAL23,
author = {Yu Chen and
Fengpei Li and
Anderson Schneider and
Yuriy Nevmyvaka and
Asohan Amarasingham and
Henry Lam},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Detection of Short-Term Temporal Dependencies in Hawkes Processes
with Heterogeneous Background Dynamics},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {369--380},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23g.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenLSNAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenMB23,
author = {Jacob M. Chen and
Daniel Malinsky and
Rohit Bhattacharya},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Causal inference with outcome-dependent missingness and self-censoring},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {358--368},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23f.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenMLYYG23,
author = {Xingguo Chen and
Xingzhou Ma and
Yang Li and
Guang Yang and
Shangdong Yang and
Yang Gao},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Modified Retrace for Off-Policy Temporal Difference Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {303--312},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23a.html},
timestamp = {Wed, 01 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenMLYYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenZ0SL23,
author = {Siqi Chen and
Jianing Zhao and
Gerhard Weiss and
Ran Su and
Kaiyou Lei},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {An effective negotiating agent framework based on deep offline reinforcement
learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {324--335},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenZ0SL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenZLW23,
author = {Wen Chen and
Yushan Zhang and
Zhiheng Li and
Yuehuan Wang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{MFA:} Multi-layer Feature-aware Attack for Object Detection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {336--346},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chen23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChengWY23,
author = {Yuwen Cheng and
Lili Wu and
Shu Yang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Enhancing Treatment Effect Estimation: {A} Model Robust Approach Integrating
Randomized Experiments and External Controls using the Double Penalty
Integration Estimator},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {381--390},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cheng23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChengWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChooS23,
author = {Davin Choo and
Kirankumar Shiragur},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Adaptivity Complexity for Causal Graph Discovery},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {391--402},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/choo23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChooS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChowdhurySNS23,
author = {Sayak Ray Chowdhury and
Gaurav Sinha and
Nagarajan Natarajan and
Amit Sharma},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Combinatorial categorized bandits with expert rankings},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {403--412},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chowdhury23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChowdhurySNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChungRG23,
author = {Youngseog Chung and
Aaron Rumack and
Chirag Gupta},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Parity calibration},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {413--423},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chung23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChungRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Cisneros-Velarde23,
author = {Pedro Cisneros{-}Velarde and
Sanmi Koyejo},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Finite-sample guarantees for Nash Q-learning with linear function
approximation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {424--432},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cisneros-velarde23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Cisneros-Velarde23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ClaassenM23,
author = {Tom Claassen and
Joris M. Mooij},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Establishing Markov equivalence in cyclic directed graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {433--442},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/claassen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ClaassenM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ClarteLKZ23,
author = {Lucas Clart{\'{e}} and
Bruno Loureiro and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Expectation consistency for calibration of neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {443--453},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/clarte23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ClarteLKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CollinsBLPSLW23,
author = {Katherine M. Collins and
Umang Bhatt and
Weiyang Liu and
Vihari Piratla and
Ilia Sucholutsky and
Bradley C. Love and
Adrian Weller},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Human-in-the-Loop Mixup},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {454--464},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/collins23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CollinsBLPSLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CuiADZ023,
author = {Cheng Cui and
Saeid Amiri and
Yan Ding and
Xingyue Zhan and
Shiqi Zhang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning to reason about contextual knowledge for planning under uncertainty},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {465--475},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cui23a.html},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CuiADZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CutkoskyDKLS23,
author = {Ashok Cutkosky and
Abhimanyu Das and
Weihao Kong and
Chansoo Lee and
Rajat Sen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Blackbox optimization of unimodal functions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {476--484},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/cutkosky23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CutkoskyDKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DadvarNS23,
author = {Mehdi Dadvar and
Rashmeet Kaur Nayyar and
Siddharth Srivastava},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Conditional abstraction trees for sample-efficient reinforcement learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {485--495},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/dadvar23a.html},
timestamp = {Sun, 05 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DadvarNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DaiF023,
author = {Yanqi Dai and
Nanyi Fei and
Zhiwu Lu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Improvable Gap Balancing for Multi-Task Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {496--506},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/dai23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DaiF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Das0LBG23,
author = {Kishalay Das and
Pawan Goyal and
Seung{-}Cheol Lee and
Satadeep Bhattacharjee and
Niloy Ganguly},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {CrysMMNet: Multimodal Representation for Crystal Property Prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {507--517},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/das23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Das0LBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DasKPS23,
author = {Abhimanyu Das and
Weihao Kong and
Biswajit Paria and
Rajat Sen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Dirichlet Proportions Model for Hierarchically Coherent Probabilistic
Forecasting},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {518--528},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/das23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DasKPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DonnatJ23,
author = {Claire Donnat and
Sowon Jeong},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Studying the Effect of {GNN} Spatial Convolutions On The Embedding
Space's Geometry},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {539--548},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/donnat23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DonnatJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/El-LahamDFV23,
author = {Yousef El{-}Laham and
Niccol{\`{o}} Dalmasso and
Elizabeth Fons and
Svitlana Vyetrenko},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Deep Gaussian mixture ensembles},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {549--559},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/el-laham23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/El-LahamDFV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Fan0DH23,
author = {Ziwei Fan and
Hao Ding and
Anoop Deoras and
Trong Nghia Hoang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Personalized federated domain adaptation for item-to-item recommendation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {560--570},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/fan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Fan0DH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FanA23,
author = {Jiaojiao Fan and
David Alvarez{-}Melis},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Generating Synthetic Datasets by Interpolating along Generalized Geodesics},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {571--581},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/fan23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/FanA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FathullahXG23,
author = {Yassir Fathullah and
Guoxuan Xia and
Mark J. F. Gales},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Logit-based ensemble distribution distillation for robust autoregressive
sequence uncertainties},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {582--591},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/fathullah23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/FathullahXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FoldagerJHA23,
author = {Jonathan Foldager and
Mikkel Jordahn and
Lars Kai Hansen and
Michael Riis Andersen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the role of model uncertainties in Bayesian optimisation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {592--601},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/foldager23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/FoldagerJHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FoomaniCGK23,
author = {Ali Hossein Gharari Foomani and
Michael Cooper and
Russell Greiner and
Rahul G. Krishnan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Copula-based deep survival models for dependent censoring},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {669--680},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gharari23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/FoomaniCGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GaneshDTB23,
author = {Swetha Ganesh and
Rohan Deb and
Gugan Thoppe and
Amarjit Budhiraja},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Does Momentum Help in Stochastic Optimization? {A} Sample Complexity
Analysis},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {602--612},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ganesh23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GaneshDTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Gao023,
author = {Chengmin Gao and
Bin Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Time-Conditioned Generative Modeling of Object-Centric Representations
for Video Decomposition and Prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {613--623},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Gao023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GargDDSN23,
author = {Sahil Garg and
Sanghamitra Dutta and
Mina Dalirrooyfard and
Anderson Schneider and
Yuriy Nevmyvaka},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {In- or out-of-distribution detection via dual divergence estimation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {635--646},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/garg23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GargDDSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GargDSANCLC23,
author = {Sahil Garg and
Mina Dalirrooyfard and
Anderson Schneider and
Yeshaya Adler and
Yuriy Nevmyvaka and
Yu Chen and
Fengpei Li and
Guillermo A. Cecchi},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Information theoretic clustering via divergence maximization among
clusters},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {624--634},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/garg23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GargDSANCLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GengNM23,
author = {Sinong Geng and
Houssam Nassif and
Carlos A. Manzanares},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A Data-Driven State Aggregation Approach for Dynamic Discrete Choice
Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {647--657},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/geng23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GengNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GhalebikesabiHF23,
author = {Sahra Ghalebikesabi and
Chris C. Holmes and
Edwin Fong and
Brieuc Lehmann},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Quasi-Bayesian nonparametric density estimation via autoregressive
predictive updates},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {658--668},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ghalebikesabi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GhalebikesabiHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GhoshSB0DJ23,
author = {Subhankar Ghosh and
Yuanjie Shi and
Taha Belkhouja and
Yan Yan and
Jana Doppa and
Brian Jones},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Probabilistically robust conformal prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {681--690},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ghosh23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GhoshSB0DJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GlaserWLG23,
author = {Pierre Glaser and
David Widmann and
Fredrik Lindsten and
Arthur Gretton},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fast and scalable score-based kernel calibration tests},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {691--700},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/glaser23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GlaserWLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GlazunovZ23,
author = {Misha Glazunov and
Apostolis Zarras},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Vacant holes for unsupervised detection of the outliers in compact
latent representation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {701--711},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/glazunov23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GlazunovZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GoanPMF23,
author = {Ethan Goan and
Dimitri Perrin and
Kerrie L. Mengersen and
Clinton Fookes},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Piecewise Deterministic Markov Processes for Bayesian Neural Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {712--722},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/goan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GoanPMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GorjiA023,
author = {Ali Gorji and
Andisheh Amrollahi and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral
bias of neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {723--733},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gorji23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GorjiA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GouY023,
author = {Yutian Gou and
Jinfeng Yi and
Lijun Zhang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Stochastic Graphical Bandits with Heavy-Tailed Rewards},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {734--744},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gou23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GouY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GudovskiyON23,
author = {Denis A. Gudovskiy and
Tomoyuki Okuno and
Yohei Nakata},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Concurrent Misclassification and Out-of-Distribution Detection for
Semantic Segmentation via Energy-Based Normalizing Flow},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {745--755},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gudovskiy23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GudovskiyON23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GultchinABC23,
author = {Limor Gultchin and
Virginia Aglietti and
Alexis Bellot and
Silvia Chiappa},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Functional causal Bayesian optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {756--765},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gultchin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GultchinABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuntherNR23,
author = {Wiebke G{\"{u}}nther and
Urmi Ninad and
Jakob Runge},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Causal Discovery for time series from multiple datasets with latent
contexts},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {766--776},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gunther23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GuntherNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuoZN23,
author = {Anna Guo and
Jiwei Zhao and
Razieh Nabi},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Sufficient identification conditions and semiparametric estimation
under missing not at random mechanisms},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {777--787},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/guo23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GuoZN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HaldarSWND23,
author = {Swagatam Haldar and
Diptikalyan Saha and
Dennis Wei and
Rahul Nair and
Elizabeth M. Daly},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Interpretable differencing of machine learning models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {788--797},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/haldar23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HaldarSWND23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HamalainenCK23,
author = {Alex H{\"{a}}m{\"{a}}l{\"{a}}inen and
Mustafa Mert {\c{C}}elikok and
Samuel Kaski},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Differentiable user models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {798--808},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/hamalainen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HamalainenCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HanKC023,
author = {Seungyub Han and
Yeongmo Kim and
Taehyun Cho and
Jungwoo Lee},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the Convergence of Continual Learning with Adaptive Methods},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {809--818},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/han23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HanKC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HarviainenK23,
author = {Juha Harviainen and
Mikko Koivisto},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Revisiting Bayesian network learning with small vertex cover},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {819--828},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/harviainen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HarviainenK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HarviainenRK23,
author = {Juha Harviainen and
Vaidyanathan Peruvemba Ramaswamy and
Mikko Koivisto},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On inference and learning with probabilistic generating circuits},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {829--838},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/harviainen23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HarviainenRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HasanCNAST23,
author = {Ali Hasan and
Yu Chen and
Yuting Ng and
Mohamed Abdelghani and
Anderson Schneider and
Vahid Tarokh},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Inference and sampling of point processes from diffusion excursions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {839--848},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/hasan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HasanCNAST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeA23,
author = {Yicong He and
George K. Atia},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Scalable and robust tensor ring decomposition for large-scale data},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {860--869},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/he23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HeA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeCWM23,
author = {Jiamin He and
Fengdi Che and
Yi Wan and
A. Rupam Mahmood},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Loosely consistent emphatic temporal-difference learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {849--859},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/he23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HeCWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeapLA23,
author = {Thomas Heap and
Gavin Leech and
Laurence Aitchison},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Massively parallel reweighted wake-sleep},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {870--878},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/heap23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HeapLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HochsprungWGNR23,
author = {Tom Hochsprung and
Jonas Wahl and
Andreas Gerhardus and
Urmi Ninad and
Jakob Runge},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Increasing effect sizes of pairwise conditional independence tests
between random vectors},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {879--889},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/hochsprung23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HochsprungWGNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuZ0S23,
author = {Bingshan Hu and
Tianyue H. Zhang and
Nidhi Hegde and
Mark Schmidt},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Optimistic Thompson Sampling-based algorithms for episodic reinforcement
learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {890--899},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/hu23a.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HuZ0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Huang0M23,
author = {Zixin Huang and
Saikat Dutta and
Sasa Misailovic},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{ASTRA:} Understanding the practical impact of robustness for probabilistic
programs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {900--910},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/huang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Huang0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Jafarnia-Jahromi23,
author = {Mehdi Jafarnia{-}Jahromi and
Liyu Chen and
Rahul Jain and
Haipeng Luo},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Posterior sampling-based online learning for the stochastic shortest
path model},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {922--931},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jafarnia-jahromi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Jafarnia-Jahromi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JahnS23,
author = {Michael Jahn and
Matthias Scheutz},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Investigating a Generalization of Probabilistic Material Implication
and Bayesian Conditionals},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {932--940},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jahn23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JahnS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JansenSBRA23,
author = {Christoph Jansen and
Georg Schollmeyer and
Hannah Blocher and
Julian Rodemann and
Thomas Augustin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust statistical comparison of random variables with locally varying
scale of measurement},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {941--952},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jansen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JansenSBRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JeongCBK23,
author = {Jonghu Jeong and
Minyong Cho and
Philipp Benz and
Tae{-}Hoon Kim},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Noisy adversarial representation learning for effective and efficient
image obfuscation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {953--962},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jeong23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JeongCBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiaQRS23,
author = {Feiran Jia and
Chenxi Qiu and
Sarah Rajtmajer and
Anna Cinzia Squicciarini},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Content Sharing Design for Social Welfare in Networked Disclosure
Game},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {973--983},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jia23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JiaQRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiaZLK23,
author = {Fengjuan Jia and
Mengxiao Zhang and
Jiamou Liu and
Bakh Khoussainov},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Incentivising Diffusion while Preserving Differential Privacy},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {963--972},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jia23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JiaZLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiangCW023,
author = {Yuan Jiang and
Zhiguang Cao and
Yaoxin Wu and
Jie Zhang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Multi-view graph contrastive learning for solving vehicle routing
problems},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {984--994},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jiang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JiangCW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiangNL23,
author = {Chuxuan Jiang and
Geoff K. Nicholls and
Jeong{-}Eun (Kate) Lee},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Bayesian inference for vertex-series-parallel partial orders},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {995--1004},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/jiang23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/JiangNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KalinkeS23,
author = {Florian Kalinke and
Zolt{\'{a}}n Szab{\'{o}}},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Nystr{\"{o}}m M-Hilbert-Schmidt independence criterion},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1005--1015},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kalinke23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KalinkeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KaltenpothV23,
author = {David Kaltenpoth and
Jilles Vreeken},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Causal Discovery with Hidden Confounders using the Algorithmic Markov
Condition},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1016--1026},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kaltenpoth23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KaltenpothV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KangK23,
author = {Minhyun Kang and
Gi{-}Soo Kim},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Heavy-tailed linear bandit with Huber regression},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1027--1036},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KangK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Karimi0L23,
author = {Belhal Karimi and
Ping Li and
Xiaoyun Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fed-LAMB: Layer-wise and Dimension-wise Locally Adaptive Federated
Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1037--1046},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/karimi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Karimi0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KarineKMM23,
author = {Karine Karine and
Predrag V. Klasnja and
Susan A. Murphy and
Benjamin M. Marlin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Assessing the Impact of Context Inference Error and Partial Observability
on {RL} Methods for Just-In-Time Adaptive Interventions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1047--1057},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/karine23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KarineKMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KimCJLK23,
author = {Bum Jun Kim and
Hyeyeon Choi and
Hyeonah Jang and
Donggeon Lee and
Sang Woo Kim},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {How to use dropout correctly on residual networks with batch normalization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1058--1067},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kim23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KimCJLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KimKSS23,
author = {Yeachan Kim and
Seongyeon Kim and
Ihyeok Seo and
Bonggun Shin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Phase-shifted adversarial training},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1068--1077},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kim23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KimKSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KivvaEK23,
author = {Yaroslav Kivva and
Jalal Etesami and
Negar Kiyavash},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On Identifiability of Conditional Causal Effects},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1078--1086},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kivva23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KivvaEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KladnyKSM23,
author = {Klaus{-}Rudolf Kladny and
Julius von K{\"{u}}gelgen and
Bernhard Sch{\"{o}}lkopf and
Michael Muehlebach},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Causal effect estimation from observational and interventional data
through matrix weighted linear estimators},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1087--1097},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kladny23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KladnyKSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KoCK23,
author = {Taewook Ko and
Yoonhyuk Choi and
Chong{-}Kwon Kim},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Universal Graph Contrastive Learning with a Novel Laplacian Perturbation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1098--1108},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ko23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KoCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KongP0W23,
author = {Deqian Kong and
Bo Pang and
Tian Han and
Ying Nian Wu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Molecule Design by Latent Space Energy-Based Modeling and Gradual
Distribution Shifting},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1109--1120},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kong23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KongP0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KopruluS0T23,
author = {Cevahir K{\"{o}}pr{\"{u}}l{\"{u}} and
Thiago D. Sim{\~{a}}o and
Nils Jansen and
Ufuk Topcu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Risk-aware curriculum generation for heavy-tailed task distributions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1132--1142},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/koprulu23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KopruluS0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KopruluT23,
author = {Cevahir K{\"{o}}pr{\"{u}}l{\"{u}} and
Ufuk Topcu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Reward-machine-guided, self-paced reinforcement learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1121--1131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/koprulu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KopruluT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KreacicNPBV23,
author = {Eleonora Kreacic and
Navid Nouri and
Vamsi K. Potluru and
Tucker Balch and
Manuela Veloso},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Differentially private synthetic data using KD-trees},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1143--1153},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kreacic23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KreacicNPBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KulkarniCX023,
author = {Adithya Kulkarni and
Mohna Chakraborty and
Sihong Xie and
Qi Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Optimal Budget Allocation for Crowdsourcing Labels for Graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1154--1163},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/kulkarni23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/KulkarniCX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LalithaKMDK23,
author = {Anusha Lalitha and
Kousha Kalantari and
Yifei Ma and
Anoop Deoras and
Branislav Kveton},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1164--1173},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/lalitha23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LalithaKMDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LannersPVRP23,
author = {Quinn Lanners and
Harsh Parikh and
Alexander Volfovsky and
Cynthia Rudin and
David Page},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Variable importance matching for causal inference},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1174--1184},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/lanners23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LannersPVRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LaousyACRGKV23,
author = {Othmane Laousy and
Alexandre Araujo and
Guillaume Chassagnon and
Marie{-}Pierre Revel and
Siddharth Garg and
Farshad Khorrami and
Maria Vakalopoulou},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Towards better certified segmentation via diffusion models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1185--1195},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/laousy23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LaousyACRGKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeeRK23,
author = {Kenneth Lee and
Md Musfiqur Rahman and
Murat Kocaoglu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Finding Invariant Predictors Efficiently via Causal Structure},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1196--1206},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/lee23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LeeRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeemannKRKK23,
author = {Tobias Leemann and
Michael Kirchhof and
Yao Rong and
Enkelejda Kasneci and
Gjergji Kasneci},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {When are post-hoc conceptual explanations identifiable?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1207--1218},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/leemann23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LeemannKRKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiCX23,
author = {Jiahao Li and
Yiqiang Chen and
Yunbing Xing},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Memory Mechanism for Unsupervised Anomaly Detection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1219--1229},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/li23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiG023,
author = {Michael Y. Li and
Erin Grant and
Thomas L. Griffiths},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Gaussian Process Surrogate Models for Neural Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1241--1252},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/li23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiJ23,
author = {Chris Junchi Li and
Michael I. Jordan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Nonconvex stochastic scaled gradient descent and generalized eigenvector
problems},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1230--1240},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/li23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LippeMLACG23,
author = {Phillip Lippe and
Sara Magliacane and
Sindy L{\"{o}}we and
Yuki M. Asano and
Taco Cohen and
Efstratios Gavves},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{BISCUIT:} Causal Representation Learning from Binary Interactions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1263--1273},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/lippe23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LippeMLACG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuHP23,
author = {Shuheng Liu and
Xiyue Huang and
Pavlos Protopapas},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Residual-based error bound for physics-informed neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1284--1293},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/liu23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiuHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuHXY23,
author = {Ao Liu and
Qishen Han and
Lirong Xia and
Nengkun Yu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Accelerating Voting by Quantum Computation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1274--1283},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/liu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiuHXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuYW23,
author = {Chong Liu and
Ming Yin and
Yu{-}Xiang Wang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {No-Regret Linear Bandits beyond Realizability},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1294--1303},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/liu23c.html},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiuYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LosalkaS23,
author = {Arpan Losalka and
Jonathan Scarlett},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Benefits of monotonicity in safe exploration with Gaussian processes},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1304--1314},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/losalka23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LosalkaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuoZZQWYX23,
author = {Jinglong Luo and
Yehong Zhang and
Jiaqi Zhang and
Shuang Qin and
Hui Wang and
Yue Yu and
Zenglin Xu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Practical privacy-preserving Gaussian process regression via secret
sharing},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1315--1325},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/luo23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LuoZZQWYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaHC23,
author = {Tengfei Ma and
Trong Nghia Hoang and
Jie Chen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Federated learning of models pre-trained on different features with
consensus graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1336--1346},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ma23b.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MaHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaL23,
author = {Ching{-}Wen Ma and
Yanwei Liu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect
Detector for {PCB} Soldering Inspection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1326--1335},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ma23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MaL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MalinovskySR23,
author = {Grigory Malinovsky and
Alibek Sailanbayev and
Peter Richt{\'{a}}rik},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Random Reshuffling with Variance Reduction: New Analysis and Better
Rates},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1347--1357},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/malinovsky23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MalinovskySR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MargossianS23,
author = {Charles C. Margossian and
Lawrence K. Saul},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {The Shrinkage-Delinkage Trade-off: an Analysis of Factorized Gaussian
Approximations for Variational Inference},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1358--1367},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/margossian23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MargossianS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MarmarelisHJJGS23,
author = {Myrl G. Marmarelis and
Elizabeth Haddad and
Andrew Jesson and
Neda Jahanshad and
Aram Galstyan and
Greg Ver Steeg},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Partial identification of dose responses with hidden confounders},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1368--1379},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/marmarelis23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MarmarelisHJJGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MatsubaraTMG23,
author = {Takuo Matsubara and
Niek Tax and
Richard Mudd and
Ido Guy},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{TCE:} {A} Test-Based Approach to Measuring Calibration Error},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1390--1400},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/matsubara23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MatsubaraTMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MazaheriMJH23,
author = {Bijan Mazaheri and
Atalanti{-}Anastasia Mastakouri and
Dominik Janzing and
Michaela Hardt},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Causal information splitting: Engineering proxy features for robustness
to distribution shifts},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1401--1411},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/mazaheri23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MazaheriMJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MeiMW23,
author = {Jonathan Mei and
Alexander Moreno and
Luke Walters},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {KrADagrad: Kronecker approximation-domination gradient preconditioned
stochastic optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1412--1422},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/mei23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MeiMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MetelliMR23,
author = {Alberto Maria Metelli and
Samuele Meta and
Marcello Restelli},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the Relation between Policy Improvement and Off-Policy Minimum-Variance
Policy Evaluation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1423--1433},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/metelli23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MetelliMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MeyerLSL23,
author = {Anna P. Meyer and
Dan Ley and
Suraj Srinivas and
Himabindu Lakkaraju},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On Minimizing the Impact of Dataset Shifts on Actionable Explanations},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1434--1444},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/meyer23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MeyerLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MohseniDMH23,
author = {Peiman Mohseni and
Nick Duffield and
Bani K. Mallick and
Arman Hasanzadeh},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Adaptive Conditional Quantile Neural Processes},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1445--1455},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/mohseni23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MohseniDMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Morrill0HWS23,
author = {Dustin Morrill and
Thomas J. Walsh and
Daniel Hernandez and
Peter R. Wurman and
Peter Stone},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Composing Efficient, Robust Tests for Policy Selection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1456--1466},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/morrill23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Morrill0HWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NabiB23,
author = {Razieh Nabi and
Rohit Bhattacharya},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On Testability and Goodness of Fit Tests in Missing Data Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1467--1477},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nabi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NabiB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NadagoudaXD23,
author = {Namrata Nadagouda and
Austin Xu and
Mark A. Davenport},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Active metric learning and classification using similarity queries},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1478--1488},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nadagouda23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NadagoudaXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NagorkoCM23,
author = {Andrzej Nag{\'{o}}rko and
Pawel Ciosmak and
Tomasz P. Michalak},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Two-phase Attacks in Security Games},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1489--1498},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nagorko23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NagorkoCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NarayanaK23,
author = {Sushirdeep Narayana and
Ian A. Kash},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Keep-Alive Caching for the Hawkes process},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1499--1509},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/narayana23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NarayanaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenN23,
author = {Bao Nguyen and
Viet Anh Nguyen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Efficient Failure Pattern Identification of Predictive Algorithms},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1534--1544},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nguyen23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenTHDTHN23,
author = {Cuong N. Nguyen and
Phong Tran and
Lam Si Tung Ho and
Vu C. Dinh and
Anh T. Tran and
Tal Hassner and
Cuong V. Nguyen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Simple Transferability Estimation for Regression Tasks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1510--1521},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nguyen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenTHDTHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenYC23,
author = {Vu{-}Linh Nguyen and
Yang Yang and
Cassio de Campos},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Probabilistic Multi-Dimensional Classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1522--1533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nguyen23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NieZNBPQ23,
author = {Guanyu Nie and
Yanhui Zhu and
Yididiya Y. Nadew and
Samik Basu and
A. Pavan and
Christopher John Quinn},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Size-constrained k-submodular maximization in near-linear time},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1545--1554},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/nie23a.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NieZNBPQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OberAMA23,
author = {Sebastian W. Ober and
Ben Anson and
Edward Milsom and
Laurence Aitchison},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {An improved variational approximate posterior for the deep Wishart
process},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1555--1563},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ober23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OberAMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OesterheldTCH23,
author = {Caspar Oesterheld and
Johannes Treutlein and
Emery Cooper and
Rubi Hudson},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Incentivizing honest performative predictions with proper scoring
rules},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1564--1574},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/oesterheld23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OesterheldTCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OpolkaZL023,
author = {Felix L. Opolka and
Yin{-}Cong Zhi and
Pietro Li{\`{o}} and
Xiaowen Dong},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Graph classification Gaussian processes via spectral features},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1575--1585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/opolka23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OpolkaZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OsbandWADILR23,
author = {Ian Osband and
Zheng Wen and
Seyed Mohammad Asghari and
Vikranth Dwaracherla and
Morteza Ibrahimi and
Xiuyuan Lu and
Benjamin Van Roy},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Approximate Thompson Sampling via Epistemic Neural Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1586--1595},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/osband23a.html},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OsbandWADILR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OsselinK023,
author = {Pierre Osselin and
Henry Kenlay and
Xiaowen Dong},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Structure-aware robustness certificates for graph classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1596--1605},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/osselin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OsselinK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OttTHB23,
author = {Katharina Ott and
Michael Tiemann and
Philipp Hennig and
Fran{\c{c}}ois{-}Xavier Briol},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Baysian numerical integration with neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1606--1617},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ott23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/OttTHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PadmanabhanZ0P23,
author = {Madhavan R. Padmanabhan and
Yanhui Zhu and
Samik Basu and
Aduri Pavan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Maximizing submodular functions under submodular constraints},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1618--1627},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/padmanabhan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PadmanabhanZ0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PanZJHB23,
author = {Ling Pan and
Dinghuai Zhang and
Moksh Jain and
Longbo Huang and
Yoshua Bengio},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Stochastic Generative Flow Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1628--1638},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/pan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PanZJHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PandevaF23,
author = {Teodora Pandeva and
Patrick Forr{\'{e}}},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Multi-View Independent Component Analysis with Shared and Individual
Sources},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1639--1650},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/pandeva23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PandevaF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PengFL23,
author = {Hanyu Peng and
Guanhua Fang and
Ping Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Copula for Instance-wise Feature Selection and Rank},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1651--1661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/peng23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PengFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Pezeshki0ID23,
author = {Bobak Pezeshki and
Radu Marinescu and
Alexander Ihler and
Rina Dechter},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Boosting AND/OR-based computational protein design: dynamic heuristics
and generalizable {UFO}},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1662--1672},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/pezeshki23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Pezeshki0ID23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PiwekKH23,
author = {Pawel Piwek and
Adam Klukowski and
Tianyang Hu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper
Complexity Measure for Classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1673--1683},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/piwek23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PiwekKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PurcellLN23,
author = {Michael Purcell and
Yang Li and
Kee Siong Ng},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Split, count, and share: a differentially private set intersection
cardinality estimation protocol},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1684--1694},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/purcell23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PurcellLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RadevSPPKB23,
author = {Stefan T. Radev and
Marvin Schmitt and
Valentin Pratz and
Umberto Picchini and
Ullrich K{\"{o}}the and
Paul{-}Christian B{\"{u}}rkner},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Jana: Jointly amortized neural approximation of complex Bayesian models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1695--1706},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/radev23a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RadevSPPKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RangnekarUAB23,
author = {Vikrant Rangnekar and
Uddeshya Upadhyay and
Zeynep Akata and
Biplab Banerjee},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{USIM-DAL:} Uncertainty-aware Statistical Image Modeling-based Dense
Active Learning for Super-resolution},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1707--1717},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/rangnekar23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RangnekarUAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RatnayakaWL23,
author = {Gathika Ratnayaka and
Qing Wang and
Yang Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Contrastive learning for supervised graph matching},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1718--1729},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ratnayaka23a.html},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RatnayakaWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ReebPBSG23,
author = {David Reeb and
Kanil Patel and
Karim Said Barsim and
Martin Schiegg and
Sebastian Gerwinn},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Validation of composite systems by discrepancy propagation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1730--1740},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/reeb23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ReebPBSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RichardsonHS23,
author = {Oliver E. Richardson and
Joseph Y. Halpern and
Christopher De Sa},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Inference for probabilistic dependency graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1741--1751},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/richardson23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RichardsonHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RidderbuschOG23,
author = {Steffen Ridderbusch and
Sina Ober{-}Bl{\"{o}}baum and
Paul Goulart},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {The past does matter: correlation of subsequent states in trajectory
predictions of Gaussian Process models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1752--1761},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ridderbusch23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RidderbuschOG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RodemannGDNA23,
author = {Julian Rodemann and
Jann Goschenhofer and
Emilio Dorigatti and
Thomas Nagler and
Thomas Augustin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Approximately Bayes-optimal pseudo-label selection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1762--1773},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/rodemann23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RodemannGDNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RothfussSBK023,
author = {Jonas Rothfuss and
Bhavya Sukhija and
Tobias Birchler and
Parnian Kassraie and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Hallucinated adversarial control for conservative offline policy evaluation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1774--1784},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/rothfuss23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RothfussSBK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RotmanDBWO23,
author = {Michael Rotman and
Amit Dekel and
Ran Ilan Ber and
Lior Wolf and
Yaron Oz},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Semi-supervised learning of partial differential operators and dynamical
flows},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1785--1794},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/rotman23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RotmanDBWO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SaleCH23,
author = {Yusuf Sale and
Michele Caprio and
Eyke H{\"{u}}llermeier},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Is the volume of a credal set a good measure for epistemic uncertainty?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1795--1804},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sale23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SaleCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SamplawskiF0GSM23,
author = {Colin Samplawski and
Shiwei Fang and
Ziqi Wang and
Deepak Ganesan and
Mani B. Srivastava and
Benjamin M. Marlin},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Heteroskedastic Geospatial Tracking with Distributed Camera Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1805--1814},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/samplawski23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SamplawskiF0GSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SankararamanN23,
author = {Abishek Sankararaman and
Balakrishnan Narayanaswamy},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Online Heavy-tailed Change-point detection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1815--1826},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sankararaman23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SankararamanN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SawarniMSB23,
author = {Ayush Sawarni and
Rahul Madhavan and
Gaurav Sinha and
Siddharth Barman},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning good interventions in causal graphs via covering},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1827--1836},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sawarni23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SawarniMSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchmidBS23,
author = {Luca Schmid and
Joshua Brenk and
Laurent Schmalen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Local Message Passing on Frustrated Systems},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1837--1846},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/schmid23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SchmidBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchurKR023,
author = {Felix Schur and
Parnian Kassraie and
Jonas Rothfuss and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Lifelong bandit optimization: no prior and no regret},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1847--1857},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/schur23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SchurKR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SeddikTDPG23,
author = {Mohamed El Amine Seddik and
Malik Tiomoko and
Alexis Decurninge and
Maxim Panov and
Maxime Guillaud},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning from Low Rank Tensor Data: {A} Random Tensor Theory Perspective},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1858--1867},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/seddik23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SeddikTDPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SeoYHK23,
author = {Seunghyeon Seo and
Jaeyoung Yoo and
Jihye Hwang and
Nojun Kwak},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {MDPose: real-time multi-person pose estimation via mixture density
model},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1868--1878},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/seo23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SeoYHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShamsabadiHBW23,
author = {Ali Shahin Shamsabadi and
Jamie Hayes and
Borja Balle and
Adrian Weller},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Mnemonist: Locating Model Parameters that Memorize Training Examples},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1879--1888},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shahin-shamsabadi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShamsabadiHBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shankar23,
author = {Shiv Shankar},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Implicit Training of Inference Network Models for Structured Prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1889--1899},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shankar23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Shankar23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Sharma23,
author = {Vidya Sagar Sharma},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Counting Background Knowledge Consistent Markov Equivalent Directed
Acyclic Graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1911--1920},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sharma23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Sharma23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaAMS23,
author = {Vishal Sharma and
Daman Arora and
Mausam and
Parag Singla},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized
Neural Policies for Relational MDPs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1921--1931},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sharma23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SharmaAMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaJ23,
author = {Dravyansh Sharma and
Maxwell Jones},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Efficiently learning the graph for semi-supervised learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1900--1910},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sharma23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SharmaJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShekharXLLR23,
author = {Shubhanshu Shekhar and
Ziyu Xu and
Zachary C. Lipton and
Pierre J. Liang and
Aaditya Ramdas},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Risk-limiting financial audits via weighted sampling without replacement},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1932--1941},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shekhar23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShekharXLLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShiT023,
author = {Zai Shi and
Jian Tan and
Feifei Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A Bayesian approach for bandit online optimization with switching
cost},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1953--1963},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shi23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShiT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShiX23,
author = {Wenqi Shi and
Wenkai Xu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning Nonlinear Causal Effect via Kernel Anchor Regression},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1942--1952},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShiX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SidheekhKN23,
author = {Sahil Sidheekh and
Kristian Kersting and
Sriraam Natarajan},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable
Probabilistic Inference},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1964--1973},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sidheekh23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SidheekhKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SkalseA23,
author = {Joar Skalse and
Alessandro Abate},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the limitations of Markovian rewards to express multi-objective,
risk-sensitive, and modal tasks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1974--1984},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/skalse23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SkalseA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SmetMMMKR23,
author = {Lennert De Smet and
Pedro Zuidberg Dos Martires and
Robin Manhaeve and
Giuseppe Marra and
Angelika Kimmig and
Luc De Raedt},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Neural probabilistic logic programming in discrete-continuous domains},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {529--538},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/de-smet23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SmetMMMKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SomnathPHM0B23,
author = {Vignesh Ram Somnath and
Matteo Pariset and
Ya{-}Ping Hsieh and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez and
Andreas Krause and
Charlotte Bunne},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Aligned Diffusion Schr{\"{o}}dinger Bridges},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1985--1995},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/somnath23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SomnathPHM0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongL23,
author = {Jeonggeun Song and
Heung{-}Chang Lee},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {ViBid: Linear Vision Transformer with Bidirectional Normalization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1996--2005},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/song23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SongL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongSGYZPLZ23,
author = {Duanxiao Song and
Guangyuan Shen and
Dehong Gao and
Libin Yang and
Xukai Zhou and
Shirui Pan and
Wei Lou and
Fang Zhou},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fast Heterogeneous Federated Learning with Hybrid Client Selection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2006--2015},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/song23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SongSGYZPLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SuP23,
author = {Xihong Su and
Marek Petrik},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Solving multi-model MDPs by coordinate ascent and dynamic programming},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2016--2025},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/su23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SuP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SuZW23,
author = {Jinyan Su and
Changhong Zhao and
Di Wang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Differentially Private Stochastic Convex Optimization in (Non)-Euclidean
Space Revisited},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2026--2035},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/su23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SuZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SucholutskyBCMP23,
author = {Ilia Sucholutsky and
Ruairidh M. Battleday and
Katherine M. Collins and
Raja Marjieh and
Joshua C. Peterson and
Pulkit Singh and
Umang Bhatt and
Nori Jacoby and
Adrian Weller and
Thomas L. Griffiths},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the informativeness of supervision signals},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2036--2046},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sucholutsky23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SucholutskyBCMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SunMAMZ23,
author = {Xiaolin Sun and
Jacob Masur and
Ben Abramowitz and
Nicholas Mattei and
Zizhan Zheng},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Pandering in a (flexible) representative democracy},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2058--2068},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sun23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SunMAMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SunOB23,
author = {Zhuo Sun and
Chris J. Oates and
Fran{\c{c}}ois{-}Xavier Briol},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Meta-learning Control Variates: Variance Reduction with Limited Data},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2047--2057},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sun23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SunOB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SunY23,
author = {Dongfang Sun and
Yingzhen Yang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Locally Regularized Sparse Graph by Fast Proximal Gradient Descent},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2069--2077},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/sun23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SunY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SzycWM23,
author = {Kamil Szyc and
Tomasz Walkowiak and
Henryk Maciejewski},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Why Out-of-Distribution detection experiments are not reliable - subtle
experimental details muddle the {OOD} detector rankings},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2078--2088},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/szyc23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SzycWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TailorKN23,
author = {Dharmesh Tailor and
Mohammad Emtiyaz Khan and
Eric T. Nalisnick},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Exploiting Inferential Structure in Neural Processes},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2089--2098},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/tailor23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TailorKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TanN23,
author = {Jian Tan and
Niv Nayman},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Two-stage Kernel Bayesian Optimization in High Dimensions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2099--2110},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/tan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TanN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TangCYZ23,
author = {Zhiwei Tang and
Tsung{-}Hui Chang and
Xiaojing Ye and
Hongyuan Zha},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Low-rank matrix recovery with unknown correspondence},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2111--2122},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/tang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TangCYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TarzanaghHTL023,
author = {Davoud Ataee Tarzanagh and
Bojian Hou and
Boning Tong and
Qi Long and
Li Shen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fairness-aware class imbalanced learning on multiple subgroups},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2123--2133},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/tarzanagh23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TarzanaghHTL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ThangarasaGMLLD23,
author = {Vithursan Thangarasa and
Abhay Gupta and
William Marshall and
Tianda Li and
Kevin Leong and
Dennis DeCoste and
Sean Lie and
Shreyas Saxena},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{SPDF:} Sparse Pre-training and Dense Fine-tuning for Large Language
Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2134--2146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/thangarasa23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ThangarasaGMLLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TuckerBWJ23,
author = {Aaron David Tucker and
Caleb Biddulph and
Claire Wang and
Thorsten Joachims},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Bandits with costly reward observations},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2147--2156},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/tucker23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TuckerBWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VentolaB0MK23,
author = {Fabrizio Ventola and
Steven Braun and
Zhongjie Yu and
Martin Mundt and
Kristian Kersting},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Probabilistic circuits that know what they don't know},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2157--2167},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ventola23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/VentolaB0MK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VijayanA23,
author = {Nithia Vijayan and
Prashanth L. A.},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A policy gradient approach for optimization of smooth risk measures},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2168--2178},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/vijayan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/VijayanA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WaldS23,
author = {Yoav Wald and
Suchi Saria},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Birds of an odd feather: guaranteed out-of-distribution {(OOD)} novel
category detection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2179--2191},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wald23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WaldS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangF23,
author = {Yilin Wang and
Farzan Farnia},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {On the Role of Generalization in Transferability of Adversarial Examples},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2259--2270},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23g.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangJ23,
author = {Hanjing Wang and
Qiang Ji},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Diversity-enhanced probabilistic ensemble for uncertainty estimation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2214--2225},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangNZHLM23,
author = {Serena Lutong Wang and
Harikrishna Narasimhan and
Yichen Zhou and
Sara Hooker and
Michal Lukasik and
Aditya Krishna Menon},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust distillation for worst-class performance: on the interplay
between teacher and student objectives},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2237--2247},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23e.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangNZHLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangXSC23,
author = {Yiqi Wang and
Mengdi Xu and
Laixi Shi and
Yuejie Chi},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A trajectory is worth three sentences: multimodal transformer for
offline reinforcement learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2226--2236},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangXSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangYCLHTL23,
author = {Xuchuang Wang and
Lin Yang and
Yu{-}Zhen Janice Chen and
Xutong Liu and
Mohammad Hajiesmaili and
Don Towsley and
John C. S. Lui},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Exploration for Free: How Does Reward Heterogeneity Improve Regret
in Cooperative Multi-agent Bandits?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2192--2202},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangYCLHTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangYLD0W023,
author = {Ziyu Wang and
Binjie Yuan and
Jiaxun Lu and
Bowen Ding and
Yunfeng Shao and
Qibin Wu and
Jun Zhu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A constrained Bayesian approach to out-of-distribution prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2248--2258},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wang23f.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangYLD0W023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WibisonoW23,
author = {Kevin Christian Wibisono and
Yixin Wang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Bidirectional Attention as a Mixture of Continuous Word Experts},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2271--2281},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wibisono23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WibisonoW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WimmerSHBH23,
author = {Lisa Wimmer and
Yusuf Sale and
Paul Hofman and
Bernd Bischl and
Eyke H{\"{u}}llermeier},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Quantifying aleatoric and epistemic uncertainty in machine learning:
Are conditional entropy and mutual information appropriate measures?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2282--2292},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wimmer23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WimmerSHBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WuCGW23,
author = {Ruihan Wu and
Xiangyu Chen and
Chuan Guo and
Kilian Q. Weinberger},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning To Invert: Simple Adaptive Attacks for Gradient Inversion
in Federated Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2293--2303},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WuCGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WuD0BT23,
author = {Suya Wu and
Enmao Diao and
Jie Ding and
Taposh Banerjee and
Vahid Tarokh},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Robust Quickest Change Detection for Unnormalized Models},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2314--2323},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wu23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WuD0BT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WuHG23,
author = {Yue Wu and
Jiafan He and
Quanquan Gu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Uniform-PAC Guarantees for Model-Based {RL} with Bounded Eluder Dimension},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2304--2313},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wu23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WuHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XiaoC0G23,
author = {Tesi Xiao and
Xuxing Chen and
Krishnakumar Balasubramanian and
Saeed Ghadimi},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A one-sample decentralized proximal algorithm for non-convex stochastic
composite optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2324--2334},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xiao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XiaoC0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Xie0LPCZ23,
author = {Weiyan Xie and
Xiao{-}Hui Li and
Zhi Lin and
Leonard K. M. Poon and
Caleb Chen Cao and
Nevin L. Zhang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Two-stage holistic and contrastive explanation of image classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2335--2345},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xie23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Xie0LPCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuGW23,
author = {Yunpeng Xu and
Wenge Guo and
Zhi Wei},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Conformal Risk Control for Ordinal Classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2346--2355},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xu23a.html},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XuGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuL0L23,
author = {Tian Xu and
Ziniu Li and
Yang Yu and
Zhi{-}Quan Luo},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Provably Efficient Adversarial Imitation Learning with Unknown Transitions},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2367--2378},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xu23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XuL0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuYLH23,
author = {Renjun Xu and
Kaifan Yang and
Ke Liu and
Fengxiang He},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {E(2)-Equivariant Vision Transformer},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2356--2366},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xu23b.html},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XuYLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangH23,
author = {Yongxin Yang and
Timothy M. Hospedales},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Mixture of Normalizing Flows for European Option Pricing},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2390--2399},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yang23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangHWXH023,
author = {Chengmei Yang and
Bowei He and
Yimeng Wu and
Chao Xing and
Lianghua He and
Chen Ma},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{MMEL:} {A} Joint Learning Framework for Multi-Mention Entity Linking},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2411--2421},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yang23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YangHWXH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangLKJ23,
author = {Junchen Yang and
Ofir Lindenbaum and
Yuval Kluger and
Ariel Jaffe},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Multi-modal differentiable unsupervised feature selection},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2400--2410},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yang23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YangLKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangQ0C23,
author = {Chao{-}Han Huck Yang and
Zhengling Qi and
Yifan Cui and
Pin{-}Yu Chen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Pessimistic Model Selection for Offline Deep Reinforcement Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2379--2389},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YangQ0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YeMCT23,
author = {Wenqian Ye and
Yunsheng Ma and
Xu Cao and
Kun Tang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Mitigating Transformer Overconfidence via Lipschitz Regularization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2422--2432},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ye23a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YeMCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YiCSKKCYL23,
author = {Seunghoon Yi and
Youngwoo Cho and
Jinhwan Sul and
Seung Woo Ko and
Soo Kyung Kim and
Jaegul Choo and
Hongkee Yoon and
Joonseok Lee},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Towards Physically Reliable Molecular Representation Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2433--2443},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yi23a.html},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YiCSKKCYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YuZM023,
author = {Fangchen Yu and
Yicheng Zeng and
Jianfeng Mao and
Wenye Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Online estimation of similarity matrices with incomplete data},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2454--2464},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/yu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YuZM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangDXS23,
author = {Tianyi Zhang and
Zhenwei Dai and
Zhaozhuo Xu and
Anshumali Shrivastava},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Graph Self-supervised Learning via Proximity Distribution Minimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2498--2508},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23d.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangDXS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangHZZG23,
author = {Weitong Zhang and
Jiafan He and
Dongruo Zhou and
Amy Zhang and
Quanquan Gu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Provably efficient representation selection in Low-rank Markov Decision
Processes: from online to offline {RL}},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2488--2497},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangHZZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangL23,
author = {Hang Zhang and
Ping Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Greed is good: correspondence recovery for unlabeled linear regression},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2509--2518},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23e.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangRXXGS023,
author = {Tianjun Zhang and
Tongzheng Ren and
Chenjun Xiao and
Wenli Xiao and
Joseph E. Gonzalez and
Dale Schuurmans and
Bo Dai},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Energy-based Predictive Representations for Partially Observed Reinforcement
Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2477--2487},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangRXXGS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangYL0JG0023,
author = {Ziqian Zhang and
Lei Yuan and
Lihe Li and
Ke Xue and
Chengxing Jia and
Cong Guan and
Chao Qian and
Yang Yu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Fast Teammate Adaptation in the Presence of Sudden Policy Change},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2465--2476},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhangYL0JG0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoPXCR23,
author = {Xutong Zhao and
Yangchen Pan and
Chenjun Xiao and
Sarath Chandar and
Janarthanan Rajendran},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Conditionally optimistic exploration for cooperative deep multi-agent
reinforcement learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2529--2540},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhao23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhaoPXCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoZ0LDZXGH23,
author = {Ruiqi Zhao and
Lei Zhang and
Shengyu Zhu and
Zitong Lu and
Zhenhua Dong and
Chaoliang Zhang and
Jun Xu and
Zhi Geng and
Yangbo He},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Conditional counterfactual causal effect for individual attribution},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2519--2528},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhao23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhaoZ0LDZXGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhengL23,
author = {Tianhang Zheng and
Baochun Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{RDM-DC:} Poisoning Resilient Dataset Condensation with Robust Distribution
Matching},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2541--2550},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zheng23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhengL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Zhou0LKZL23,
author = {Qi Zhou and
Jie Wang and
Qiyuan Liu and
Yufei Kuang and
Wengang Zhou and
Houqiang Li},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Learning robust representation for reinforcement learning with distractions
by reward sequence prediction},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2551--2562},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhou23a.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Zhou0LKZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhouCLW23,
author = {Zhaoyi Zhou and
Zaiwei Chen and
Yiheng Lin and
Adam Wierman},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Convergence rates for localized actor-critic in networked Markov potential
games},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2563--2573},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhou23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhouCLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhuHGL23,
author = {Xiangyu Zhu and
Jie Hao and
Yunhui Guo and
Mingrui Liu},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {{AUC} Maximization in Imbalanced Lifelong Learning},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2574--2585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zhu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhuHGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZouVMTPKBSK23,
author = {Yingtian Zou and
Vikas Verma and
Sarthak Mittal and
Wai Hoh Tang and
Hieu Pham and
Juho Kannala and
Yoshua Bengio and
Arno Solin and
Kenji Kawaguchi},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {MixupE: Understanding and improving Mixup from directional derivative
perspective},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2597--2607},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zou23a.html},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZouVMTPKBSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Zuo0T23,
author = {Pengyu Zuo and
Yao Wang and
Shaojie Tang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Regularized online DR-submodular optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2608--2617},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/zuo23a.html},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Zuo0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2023,
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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