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@inproceedings{DBLP:conf/uai/0001CNYZXS19,
author = {Geng Ji and
Dehua Cheng and
Huazhong Ning and
Changhe Yuan and
Hanning Zhou and
Liang Xiong and
Erik B. Sudderth},
editor = {Amir Globerson and
Ricardo Silva},
title = {Variational Training for Large-Scale Noisy-OR Bayesian Networks},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {873--882},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/ji20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/0001CNYZXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0001KW19,
author = {Ke Sun and
Piotr Koniusz and
Zhen Wang},
editor = {Amir Globerson and
Ricardo Silva},
title = {Fisher-Bures Adversary Graph Convolutional Networks},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {465--475},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/sun20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/0001KW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0002SSG19,
author = {Han Zhao and
Otilia Stretcu and
Alexander J. Smola and
Geoffrey J. Gordon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Efficient Multitask Feature and Relationship Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {777--787},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/zhao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/0002SSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/0003KLMRSZ19,
author = {Chang Li and
Branislav Kveton and
Tor Lattimore and
Ilya Markov and
Maarten de Rijke and
Csaba Szepesv{\'{a}}ri and
Masrour Zoghi},
editor = {Amir Globerson and
Ricardo Silva},
title = {BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {196--206},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/li20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/0003KLMRSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Abu-El-HaijaKPL19,
author = {Sami Abu{-}El{-}Haija and
Amol Kapoor and
Bryan Perozzi and
Joonseok Lee},
editor = {Amir Globerson and
Ricardo Silva},
title = {{N-GCN:} Multi-scale Graph Convolution for Semi-supervised Node Classification},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {841--851},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/abu-el-haija20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Abu-El-HaijaKPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AicherFF19,
author = {Christopher Aicher and
Nicholas J. Foti and
Emily B. Fox},
editor = {Amir Globerson and
Ricardo Silva},
title = {Adaptively Truncating Backpropagation Through Time to Control Gradient
Bias},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {799--808},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/aicher20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AicherFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AnderssonSDDV19,
author = {Olov Andersson and
Per Sid{\'{e}}n and
Johan Dahlin and
Patrick Doherty and
Mattias Villani},
editor = {Amir Globerson and
Ricardo Silva},
title = {Real-Time Robotic Search using Structural Spatial Point Processes},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {995--1005},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/andersson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AnderssonSDDV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AvatiDZJSN19,
author = {Anand Avati and
Tony Duan and
Sharon Zhou and
Kenneth Jung and
Nigam H. Shah and
Andrew Y. Ng},
editor = {Amir Globerson and
Ricardo Silva},
title = {Countdown Regression: Sharp and Calibrated Survival Predictions},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {145--155},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/avati20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AvatiDZJSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AwanLMRRV19,
author = {M. Usaid Awan and
Yameng Liu and
Marco Morucci and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Amir Globerson and
Ricardo Silva},
title = {Interpretable Almost Matching Exactly With Instrumental Variables},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1116--1126},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/awan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AwanLMRRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BamlerSM19,
author = {Robert Bamler and
Farnood Salehi and
Stephan Mandt},
editor = {Amir Globerson and
Ricardo Silva},
title = {Augmenting and Tuning Knowledge Graph Embeddings},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {508--518},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/bamler20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BamlerSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BeckersEH19,
author = {Sander Beckers and
Frederick Eberhardt and
Joseph Y. Halpern},
editor = {Amir Globerson and
Ricardo Silva},
title = {Approximate Causal Abstractions},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {606--615},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/beckers20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BeckersEH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BhattacharyaMS19,
author = {Rohit Bhattacharya and
Daniel Malinsky and
Ilya Shpitser},
editor = {Amir Globerson and
Ricardo Silva},
title = {Causal Inference Under Interference And Network Uncertainty},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1028--1038},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/bhattacharya20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BhattacharyaMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BhattacharyaNSR19,
author = {Rohit Bhattacharya and
Razieh Nabi and
Ilya Shpitser and
James M. Robins},
editor = {Amir Globerson and
Ricardo Silva},
title = {Identification In Missing Data Models Represented By Directed Acyclic
Graphs},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1149--1158},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/bhattacharya20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BhattacharyaNSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BlomBM19,
author = {Tineke Blom and
Stephan Bongers and
Joris M. Mooij},
editor = {Amir Globerson and
Ricardo Silva},
title = {Beyond Structural Causal Models: Causal Constraints Models},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {585--594},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/blom20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BlomBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BraggB19,
author = {Jonathan Bragg and
Emma Brunskill},
editor = {Amir Globerson and
Ricardo Silva},
title = {Fake It Till You Make It: Learning-Compatible Performance Support},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {915--924},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/bragg20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BraggB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CaoAT19,
author = {Nicola De Cao and
Wilker Aziz and
Ivan Titov},
editor = {Amir Globerson and
Ricardo Silva},
title = {Block Neural Autoregressive Flow},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1263--1273},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/de-cao20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CaoAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChasnovRMB19,
author = {Benjamin Chasnov and
Lillian J. Ratliff and
Eric Mazumdar and
Samuel Burden},
editor = {Amir Globerson and
Ricardo Silva},
title = {Convergence Analysis of Gradient-Based Learning in Continuous Games},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {935--944},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/chasnov20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChasnovRMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChowdhuryYD19,
author = {Agniva Chowdhury and
Jiasen Yang and
Petros Drineas},
editor = {Amir Globerson and
Ricardo Silva},
title = {Randomized Iterative Algorithms for Fisher Discriminant Analysis},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {239--249},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/chowdhury20a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChowdhuryYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DermanMMM19,
author = {Esther Derman and
Daniel J. Mankowitz and
Timothy A. Mann and
Shie Mannor},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Bayesian Approach to Robust Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {648--658},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/derman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DermanMMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DvijothamSGGQDK19,
author = {Krishnamurthy (Dj) Dvijotham and
Robert Stanforth and
Sven Gowal and
Chongli Qin and
Soham De and
Pushmeet Kohli},
editor = {Amir Globerson and
Ricardo Silva},
title = {Efficient Neural Network Verification with Exactness Characterization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {497--507},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/dvijotham20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DvijothamSGGQDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FakoorCS19,
author = {Rasool Fakoor and
Pratik Chaudhari and
Alexander J. Smola},
editor = {Amir Globerson and
Ricardo Silva},
title = {{P3O:} Policy-on Policy-off Policy Optimization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1017--1027},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/fakoor20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FakoorCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ForreM19,
author = {Patrick Forr{\'{e}} and
Joris M. Mooij},
editor = {Amir Globerson and
Ricardo Silva},
title = {Causal Calculus in the Presence of Cycles, Latent Confounders and
Selection Bias},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {71--80},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/forre20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ForreM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Galy-FajouWDO19,
author = {Th{\'{e}}o Galy{-}Fajou and
Florian Wenzel and
Christian Donner and
Manfred Opper},
editor = {Amir Globerson and
Ricardo Silva},
title = {Multi-Class Gaussian Process Classification Made Conjugate: Efficient
Inference via Data Augmentation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {755--765},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/galy-fajou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Galy-FajouWDO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GangwaniL0019,
author = {Tanmay Gangwani and
Joel Lehman and
Qiang Liu and
Jian Peng},
editor = {Amir Globerson and
Ricardo Silva},
title = {Learning Belief Representations for Imitation Learning in POMDPs},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1061--1071},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gangwani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GangwaniL0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GeigerBWPS19,
author = {Philipp Geiger and
Michel Besserve and
Justus Winkelmann and
Claudius Proissl and
Bernhard Sch{\"{o}}lkopf},
editor = {Amir Globerson and
Ricardo Silva},
title = {Coordinating Users of Shared Facilities via Data-driven Predictive
Assistants and Game Theory},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {207--216},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/geiger20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GeigerBWPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GengKK19,
author = {Sinong Geng and
Mladen Kolar and
Oluwasanmi Koyejo},
editor = {Amir Globerson and
Ricardo Silva},
title = {Joint Nonparametric Precision Matrix Estimation with Confounding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {378--388},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/geng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GengKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GessnerGM19,
author = {Alexandra Gessner and
Javier Gonzalez and
Maren Mahsereci},
editor = {Amir Globerson and
Ricardo Silva},
title = {Active Multi-Information Source Bayesian Quadrature},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {712--721},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gessner20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GessnerGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GimelfarbSL19,
author = {Michael Gimelfarb and
Scott Sanner and
Chi{-}Guhn Lee},
editor = {Amir Globerson and
Ricardo Silva},
title = {Epsilon-BMC: {A} Bayesian Ensemble Approach to Epsilon-Greedy Exploration
in Model-Free Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {476--485},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gimelfarb20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GimelfarbSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GoelF19,
author = {Naman Goel and
Boi Faltings},
editor = {Amir Globerson and
Ricardo Silva},
title = {Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal
Data},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {18--27},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/goel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GoelF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GoindaniN19,
author = {Mahak Goindani and
Jennifer Neville},
editor = {Amir Globerson and
Ricardo Silva},
title = {Social Reinforcement Learning to Combat Fake News Spread},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1006--1016},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/goindani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GoindaniN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GouvertOF19,
author = {Olivier Gouvert and
Thomas Oberlin and
C{\'{e}}dric F{\'{e}}votte},
editor = {Amir Globerson and
Ricardo Silva},
title = {Recommendation from Raw Data with Adaptive Compound Poisson Factorization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {91--101},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gouvert20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GouvertOF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GreseleRMLS19,
author = {Luigi Gresele and
Paul K. Rubenstein and
Arash Mehrjou and
Francesco Locatello and
Bernhard Sch{\"{o}}lkopf},
editor = {Amir Globerson and
Ricardo Silva},
title = {The Incomplete Rosetta Stone problem: Identifiability results for
Multi-view Nonlinear {ICA}},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {217--227},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gresele20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GreseleRMLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GundersenDAE19,
author = {Gregory W. Gundersen and
Bianca Dumitrascu and
Jordan T. Ash and
Barbara E. Engelhardt},
editor = {Amir Globerson and
Ricardo Silva},
title = {End-to-end Training of Deep Probabilistic {CCA} on Paired Biomedical
Observations},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {945--955},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/gundersen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GundersenDAE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuoFW19,
author = {Chuan Guo and
Jared S. Frank and
Kilian Q. Weinberger},
editor = {Amir Globerson and
Ricardo Silva},
title = {Low Frequency Adversarial Perturbation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1127--1137},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/guo20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuoFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HafnerTLID19,
author = {Danijar Hafner and
Dustin Tran and
Timothy P. Lillicrap and
Alex Irpan and
James Davidson},
editor = {Amir Globerson and
Ricardo Silva},
title = {Noise Contrastive Priors for Functional Uncertainty},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {905--914},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/hafner20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HafnerTLID19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HaussmannHK19,
author = {Manuel Hau{\ss}mann and
Fred A. Hamprecht and
Melih Kandemir},
editor = {Amir Globerson and
Ricardo Silva},
title = {Sampling-Free Variational Inference of Bayesian Neural Networks by
Variance Backpropagation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {563--573},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/haussmann20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HaussmannHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeidariIR19,
author = {Alireza Heidari and
Ihab F. Ilyas and
Theodoros Rekatsinas},
editor = {Amir Globerson and
Ricardo Silva},
title = {Approximate Inference in Structured Instances with Noisy Categorical
Observations},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {412--421},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/heidari20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HeidariIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HiranandaniSGBW19,
author = {Gaurush Hiranandani and
Harvineet Singh and
Prakhar Gupta and
Iftikhar Ahamath Burhanuddin and
Zheng Wen and
Branislav Kveton},
editor = {Amir Globerson and
Ricardo Silva},
title = {Cascading Linear Submodular Bandits: Accounting for Position Bias
and Diversity in Online Learning to Rank},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {722--732},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/hiranandani20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HiranandaniSGBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HoltzenMB19,
author = {Steven Holtzen and
Todd D. Millstein and
Guy Van den Broeck},
editor = {Amir Globerson and
Ricardo Silva},
title = {Generating and Sampling Orbits for Lifted Probabilistic Inference},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {985--994},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/holtzen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HoltzenMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Hu0CC19,
author = {Shoubo Hu and
Kun Zhang and
Zhitang Chen and
Laiwan Chan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Domain Generalization via Multidomain Discriminant Analysis},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {292--302},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/hu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Hu0CC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuM019,
author = {Bingshan Hu and
Nishant A. Mehta and
Jianping Pan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Problem-dependent Regret Bounds for Online Learning with Feedback
Graphs},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {852--861},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/hu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuM019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangAKLC19,
author = {Chin{-}Wei Huang and
Faruk Ahmed and
Kundan Kumar and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Amir Globerson and
Ricardo Silva},
title = {Probability Distillation: {A} Caveat and Alternatives},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1212--1221},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuangAKLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangFBF19,
author = {Taoan Huang and
Bohui Fang and
Xiaohui Bei and
Fei Fang},
editor = {Amir Globerson and
Ricardo Silva},
title = {Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {250--260},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20a.html},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuangFBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangNPCSA19,
author = {Furong Huang and
U. N. Niranjan and
Ioakeim Perros and
Robert Chen and
Jimeng Sun and
Anima Anandkumar},
editor = {Amir Globerson and
Ricardo Silva},
title = {Guaranteed Scalable Learning of Latent Tree Models},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {883--893},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/HuangNPCSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HwangMKJS19,
author = {Seong Jae Hwang and
Ronak Mehta and
Hyunwoo J. Kim and
Sterling C. Johnson and
Vikas Singh},
editor = {Amir Globerson and
Ricardo Silva},
title = {Sampling-free Uncertainty Estimation in Gated Recurrent Units with
Applications to Normative Modeling in Neuroimaging},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {809--819},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/hwang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HwangMKJS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/IbelingI19,
author = {Duligur Ibeling and
Thomas Icard},
editor = {Amir Globerson and
Ricardo Silva},
title = {On Open-Universe Causal Reasoning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1233--1243},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/ibeling20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/IbelingI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/InnesL19,
author = {Craig Innes and
Alex Lascarides},
editor = {Amir Globerson and
Ricardo Silva},
title = {Learning Factored Markov Decision Processes with Unawareness},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {123--133},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/innes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/InnesL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/IzmailovMKGVW19,
author = {Pavel Izmailov and
Wesley J. Maddox and
Polina Kirichenko and
Timur Garipov and
Dmitry P. Vetrov and
Andrew Gordon Wilson},
editor = {Amir Globerson and
Ricardo Silva},
title = {Subspace Inference for Bayesian Deep Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1169--1179},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/izmailov20a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/IzmailovMKGVW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JensenBR19,
author = {David D. Jensen and
Javier Burroni and
Matthew J. Rattigan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Object Conditioning for Causal Inference},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1072--1082},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/jensen20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JensenBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiangPSJC19,
author = {Ray Jiang and
Aldo Pacchiano and
Tom Stepleton and
Heinrich Jiang and
Silvia Chiappa},
editor = {Amir Globerson and
Ricardo Silva},
title = {Wasserstein Fair Classification},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {862--872},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/jiang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/JiangPSJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KilbertusBKWS19,
author = {Niki Kilbertus and
Philip J. Ball and
Matt J. Kusner and
Adrian Weller and
Ricardo Silva},
editor = {Amir Globerson and
Ricardo Silva},
title = {The Sensitivity of Counterfactual Fairness to Unmeasured Confounding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {616--626},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kilbertus20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KilbertusBKWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KnollP19,
author = {Christian Knoll and
Franz Pernkopf},
editor = {Amir Globerson and
Ricardo Silva},
title = {Belief Propagation: Accurate Marginals or Accurate Partition Function
- Where is the Difference?},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {627--636},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/knoll20a.html},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KnollP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KolbMR19,
author = {Samuel Kolb and
Pedro Zuidberg Dos Martires and
Luc De Raedt},
editor = {Amir Globerson and
Ricardo Silva},
title = {How to Exploit Structure while Solving Weighted Model Integration
Problems},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {744--754},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kolb20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KolbMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuckDZBSE19,
author = {Jonathan Kuck and
Tri Dao and
Shenjia Zhao and
Burak Bartan and
Ashish Sabharwal and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Adaptive Hashing for Model Counting},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {271--280},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kuck20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuckDZBSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KudlickaMRS19,
author = {Jan Kudlicka and
Lawrence M. Murray and
Fredrik Ronquist and
Thomas B. Sch{\"{o}}n},
editor = {Amir Globerson and
Ricardo Silva},
title = {Probabilistic Programming for Birth-Death Models of Evolution Using
an Alive Particle Filter with Delayed Sampling},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {679--689},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kudlicka20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KudlickaMRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuzelkaD19,
author = {Ondrej Kuzelka and
Jesse Davis},
editor = {Amir Globerson and
Ricardo Silva},
title = {Markov Logic Networks for Knowledge Base Completion: {A} Theoretical
Analysis Under the {MCAR} Assumption},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1138--1148},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kuzelka20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuzelkaD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KvetonSGB19,
author = {Branislav Kveton and
Csaba Szepesv{\'{a}}ri and
Mohammad Ghavamzadeh and
Craig Boutilier},
editor = {Amir Globerson and
Ricardo Silva},
title = {Perturbed-History Exploration in Stochastic Linear Bandits},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {530--540},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kveton20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KvetonSGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeK0TW19,
author = {Tuan Anh Le and
Adam R. Kosiorek and
N. Siddharth and
Yee Whye Teh and
Frank Wood},
editor = {Amir Globerson and
Ricardo Silva},
title = {Revisiting Reweighted Wake-Sleep for Models with Stochastic Control
Flow},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1039--1049},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/le20a.html},
timestamp = {Tue, 20 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LeK0TW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Lee0ID19,
author = {Junkyu Lee and
Radu Marinescu and
Alexander Ihler and
Rina Dechter},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Weighted Mini-Bucket Bound for Solving Influence Diagram},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1159--1168},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/lee20c.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Lee0ID19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeeCB19,
author = {Sanghack Lee and
Juan D. Correa and
Elias Bareinboim},
editor = {Amir Globerson and
Ricardo Silva},
title = {General Identifiability with Arbitrary Surrogate Experiments},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {389--398},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/lee20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeeCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeeH19,
author = {Sanghack Lee and
Vasant G. Honavar},
editor = {Amir Globerson and
Ricardo Silva},
title = {Towards Robust Relational Causal Discovery},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {345--355},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/lee20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeeH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiJHA0HZ19,
author = {Xingguo Li and
Haoming Jiang and
Jarvis D. Haupt and
Raman Arora and
Han Liu and
Mingyi Hong and
Tuo Zhao},
editor = {Amir Globerson and
Ricardo Silva},
title = {On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization:
Don't Worry About its Nonsmooth Loss Function},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {49--59},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/li20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiJHA0HZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiT19,
author = {Liam Li and
Ameet Talwalkar},
editor = {Amir Globerson and
Ricardo Silva},
title = {Random Search and Reproducibility for Neural Architecture Search},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {367--377},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/li20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuSAB19,
author = {Yao Liu and
Adith Swaminathan and
Alekh Agarwal and
Emma Brunskill},
editor = {Amir Globerson and
Ricardo Silva},
title = {Off-Policy Policy Gradient with Stationary Distribution Correction},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1180--1190},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/liu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiuSAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaiRKRAS19,
author = {Tung Mai and
Anup Rao and
Matt Kapilevich and
Ryan A. Rossi and
Yasin Abbasi{-}Yadkori and
Ritwik Sinha},
editor = {Amir Globerson and
Ricardo Silva},
title = {On Densification for Minwise Hashing},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {831--840},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/mai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MaiRKRAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MesquitaBK19,
author = {Diego P. P. Mesquita and
Paul Blomstedt and
Samuel Kaski},
editor = {Amir Globerson and
Ricardo Silva},
title = {Embarrassingly Parallel {MCMC} using Deep Invertible Transformations},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1244--1252},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/mesquita20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MesquitaBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MilliD19,
author = {Smitha Milli and
Anca D. Dragan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Literal or Pedagogic Human? Analyzing Human Model Misspecification
in Objective Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {925--934},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/milli20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MilliD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Monti0H19,
author = {Ricardo Pio Monti and
Kun Zhang and
Aapo Hyv{\"{a}}rinen},
editor = {Amir Globerson and
Ricardo Silva},
title = {Causal Discovery with General Non-Linear Relationships using Non-Linear
{ICA}},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {186--195},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/monti20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Monti0H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MukherjeeAK19,
author = {Sudipto Mukherjee and
Himanshu Asnani and
Sreeram Kannan},
editor = {Amir Globerson and
Ricardo Silva},
title = {{CCMI} : Classifier based Conditional Mutual Information Estimation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1083--1093},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/mukherjee20a.html},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MukherjeeAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NieP19,
author = {Weili Nie and
Ankit Patel},
editor = {Amir Globerson and
Ricardo Silva},
title = {Towards a Better Understanding and Regularization of {GAN} Training
Dynamics},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {281--291},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/nie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NieP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OrtnerGA19,
author = {Ronald Ortner and
Pratik Gajane and
Peter Auer},
editor = {Amir Globerson and
Ricardo Silva},
title = {Variational Regret Bounds for Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {81--90},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/ortner20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/OrtnerGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OrvietoKL19,
author = {Antonio Orvieto and
Jonas Kohler and
Aur{\'{e}}lien Lucchi},
editor = {Amir Globerson and
Ricardo Silva},
title = {The Role of Memory in Stochastic Optimization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {356--366},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/orvieto20a.html},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/OrvietoKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PariaKP19,
author = {Biswajit Paria and
Kirthevasan Kandasamy and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Flexible Framework for Multi-Objective Bayesian Optimization using
Random Scalarizations},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {766--776},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/paria20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PariaKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PatriniBFCBWGN19,
author = {Giorgio Patrini and
Rianne van den Berg and
Patrick Forr{\'{e}} and
Marcello Carioni and
Samarth Bhargav and
Max Welling and
Tim Genewein and
Frank Nielsen},
editor = {Amir Globerson and
Ricardo Silva},
title = {Sinkhorn AutoEncoders},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {733--743},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/patrini20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PatriniBFCBWGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PearceTZBN19,
author = {Tim Pearce and
Russell Tsuchida and
Mohamed Zaki and
Alexandra Brintrup and
Andy Neely},
editor = {Amir Globerson and
Ricardo Silva},
title = {Expressive Priors in Bayesian Neural Networks: Kernel Combinations
and Periodic Functions},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {134--144},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/pearce20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PearceTZBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PeharzVS0TSKG19,
author = {Robert Peharz and
Antonio Vergari and
Karl Stelzner and
Alejandro Molina and
Martin Trapp and
Xiaoting Shao and
Kristian Kersting and
Zoubin Ghahramani},
editor = {Amir Globerson and
Ricardo Silva},
title = {Random Sum-Product Networks: {A} Simple and Effective Approach to
Probabilistic Deep Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {334--344},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/peharz20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PeharzVS0TSKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PoderiniCACS19,
author = {Davide Poderini and
Rafael Chaves and
Iris Agresti and
Gonzalo Carvacho and
Fabio Sciarrino},
editor = {Amir Globerson and
Ricardo Silva},
title = {Exclusivity Graph Approach to Instrumental Inequalities},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1274--1283},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/poderini20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PoderiniCACS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PogodinL19,
author = {Roman Pogodin and
Tor Lattimore},
editor = {Amir Globerson and
Ricardo Silva},
title = {On First-Order Bounds, Variance and Gap-Dependent Bounds for Adversarial
Bandits},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {894--904},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/pogodin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PogodinL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SaborioH19,
author = {Juan Carlos Sabor{\'{\i}}o and
Joachim Hertzberg},
editor = {Amir Globerson and
Ricardo Silva},
title = {Efficient Planning Under Uncertainty with Incremental Refinement},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {303--312},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/saborio20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SaborioH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SahaSB19,
author = {Aadirupa Saha and
Shreyas Sheshadri and
Chiranjib Bhattacharyya},
editor = {Amir Globerson and
Ricardo Silva},
title = {Be Greedy: How Chromatic Number meets Regret Minimization in Graph
Bandits},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {595--605},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/s20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SahaSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SalmonP19,
author = {Ricardo Salmon and
Pascal Poupart},
editor = {Amir Globerson and
Ricardo Silva},
title = {On the Relationship Between Satisfiability and Markov Decision Processes},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1105--1115},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/salmon20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SalmonP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SankarDG19,
author = {Adithya Raam Sankar and
Prashant Doshi and
Adam Goodie},
editor = {Amir Globerson and
Ricardo Silva},
title = {Evacuate or Not? {A} {POMDP} Model of the Decision Making of Individuals
in Hurricane Evacuation Zones},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {669--678},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/sankar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SankarDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SankararamanLG19,
author = {Karthik Abinav Sankararaman and
Anand Louis and
Navin Goyal},
editor = {Amir Globerson and
Ricardo Silva},
title = {Stability of Linear Structural Equation Models of Causal Inference},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {323--333},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/sankararaman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SankararamanLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaJ019,
author = {Hiteshi Sharma and
Mehdi Jafarnia{-}Jahromi and
Rahul Jain},
editor = {Amir Globerson and
Ricardo Silva},
title = {Approximate Relative Value Learning for Average-reward Continuous
State MDPs},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {956--964},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/sharma20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SharmaJ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SheW19,
author = {Qi She and
Anqi Wu},
editor = {Amir Globerson and
Ricardo Silva},
title = {Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {454--464},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/she20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SheW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShermanS19,
author = {Eli Sherman and
Ilya Shpitser},
editor = {Amir Globerson and
Ricardo Silva},
title = {Intervening on Network Ties},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {975--984},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/sherman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShermanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SlawskiR019,
author = {Martin Slawski and
Mostafa Rahmani and
Ping Li},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Sparse Representation-Based Approach to Linear Regression with Partially
Shuffled Labels},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {38--48},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/slawski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SlawskiR019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongGSE19,
author = {Yang Song and
Sahaj Garg and
Jiaxin Shi and
Stefano Ermon},
editor = {Amir Globerson and
Ricardo Silva},
title = {Sliced Score Matching: {A} Scalable Approach to Density and Score
Estimation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {574--584},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/song20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SongGSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SongLYO19,
author = {Jialin Song and
Ravi Lanka and
Yisong Yue and
Masahiro Ono},
editor = {Amir Globerson and
Ricardo Silva},
title = {Co-training for Policy Learning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1191--1201},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/song20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SongLYO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TakeuchiYK19,
author = {Koh Takeuchi and
Yuichi Yoshida and
Yoshinobu Kawahara},
editor = {Amir Globerson and
Ricardo Silva},
title = {Variational Inference of Penalized Regression with Submodular Functions},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1202--1211},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/takeuchi20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TakeuchiYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TalvitieVK19,
author = {Topi Talvitie and
Aleksis Vuoksenmaa and
Mikko Koivisto},
editor = {Amir Globerson and
Ricardo Silva},
title = {Exact Sampling of Directed Acyclic Graphs from Modular Distributions},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {965--974},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/talvitie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TalvitieVK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TaraviyaK19,
author = {Meet Taraviya and
Shivaram Kalyanakrishnan},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Tighter Analysis of Randomised Policy Iteration},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {519--529},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/taraviya20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TaraviyaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TompkinsR19,
author = {Anthony Tompkins and
Fabio Ramos},
editor = {Amir Globerson and
Ricardo Silva},
title = {Periodic Kernel Approximation by Index Set Fourier Series Features},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {486--496},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/tompkins20a.html},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/TompkinsR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TonoliniJM19,
author = {Francesco Tonolini and
Bj{\o}rn Sand Jensen and
Roderick Murray{-}Smith},
editor = {Amir Globerson and
Ricardo Silva},
title = {Variational Sparse Coding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {690--700},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/tonolini20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TonoliniJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TouatiSRPV19,
author = {Ahmed Touati and
Harsh Satija and
Joshua Romoff and
Joelle Pineau and
Pascal Vincent},
editor = {Amir Globerson and
Ricardo Silva},
title = {Randomized Value Functions via Multiplicative Normalizing Flows},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {422--432},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/touati20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TouatiSRPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TracaYR19,
author = {Stefano Trac{\`{a}} and
Weiyu Yan and
Cynthia Rudin},
editor = {Amir Globerson and
Ricardo Silva},
title = {Reducing Exploration of Dying Arms in Mortal Bandits},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {156--163},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/traca20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/TracaYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/UllrichBBFW19,
author = {Karen Ullrich and
Rianne van den Berg and
Marcus A. Brubaker and
David J. Fleet and
Max Welling},
editor = {Amir Globerson and
Ricardo Silva},
title = {Differentiable Probabilistic Models of Scientific Imaging with the
Fourier Slice Theorem},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {399--411},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/ullrich20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/UllrichBBFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/VermaV19,
author = {Tanvi Verma and
Pradeep Varakantham},
editor = {Amir Globerson and
Ricardo Silva},
title = {Correlated Learning for Aggregation Systems},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {60--70},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/verma20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/VermaV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ViqueiraCMG19,
author = {Enrique {Areyan Viqueira} and
Cyrus Cousins and
Yasser Mohammad and
Amy Greenwald},
editor = {Amir Globerson and
Ricardo Silva},
title = {Empirical Mechanism Design: Designing Mechanisms from Data},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1094--1104},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/viqueira20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ViqueiraCMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangHT19,
author = {Yuhui Wang and
Hao He and
Xiaoyang Tan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Truly Proximal Policy Optimization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {113--122},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangL019,
author = {Guanghui Wang and
Shiyin Lu and
Lijun Zhang},
editor = {Amir Globerson and
Ricardo Silva},
title = {Adaptivity and Optimality: {A} Universal Algorithm for Online Convex
Optimization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {659--668},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20e.html},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangYDMWMDG19,
author = {Xin Wang and
Fisher Yu and
Lisa Dunlap and
Yi{-}An Ma and
Ruth Wang and
Azalia Mirhoseini and
Trevor Darrell and
Joseph E. Gonzalez},
editor = {Amir Globerson and
Ricardo Silva},
title = {Deep Mixture of Experts via Shallow Embedding},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {552--562},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20d.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangYDMWMDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangZ19,
author = {Zheng Wang and
Shandian Zhe},
editor = {Amir Globerson and
Ricardo Silva},
title = {Conditional Expectation Propagation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {28--37},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20a.html},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangZLL19,
author = {Zhe Wang and
Yi Zhou and
Yingbin Liang and
Guanghui Lan},
editor = {Amir Globerson and
Ricardo Silva},
title = {Cubic Regularization with Momentum for Nonconvex Optimization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {313--322},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wang20c.html},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangZLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WilliamsonT19,
author = {Sinead A. Williamson and
Mauricio Tec},
editor = {Amir Globerson and
Ricardo Silva},
title = {Random Clique Covers for Graphs with Local Density and Global Sparsity},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {228--238},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/williamson20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WilliamsonT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WuFCT19,
author = {Tailin Wu and
Ian S. Fischer and
Isaac L. Chuang and
Max Tegmark},
editor = {Amir Globerson and
Ricardo Silva},
title = {Learnability for the Information Bottleneck},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1050--1060},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wu20b.html},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WuFCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WuTFW19,
author = {Jian Wu and
Saul Toscano{-}Palmerin and
Peter I. Frazier and
Andrew Gordon Wilson},
editor = {Amir Globerson and
Ricardo Silva},
title = {Practical Multi-fidelity Bayesian Optimization for Hyperparameter
Tuning},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {788--798},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/wu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WuTFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieKG19,
author = {Cong Xie and
Oluwasanmi Koyejo and
Indranil Gupta},
editor = {Amir Globerson and
Ricardo Silva},
title = {Fall of Empires: Breaking Byzantine-tolerant {SGD} by Inner Product
Manipulation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {261--270},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xie20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XieKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieWWZ19,
author = {Yujia Xie and
Xiangfeng Wang and
Ruijia Wang and
Hongyuan Zha},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Fast Proximal Point Method for Computing Exact Wasserstein Distance},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {433--453},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xie20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XieWWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XiongGYR19,
author = {Hao Xiong and
Yuanzhen Guo and
Yibo Yang and
Nicholas Ruozzi},
editor = {Amir Globerson and
Ricardo Silva},
title = {One-Shot Inference in Markov Random Fields},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {102--112},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xiong20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XiongGYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuGG19,
author = {Pan Xu and
Felicia Gao and
Quanquan Gu},
editor = {Amir Globerson and
Ricardo Silva},
title = {An Improved Convergence Analysis of Stochastic Variance-Reduced Policy
Gradient},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {541--551},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XuGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuZYZJY19,
author = {Yi Xu and
Shenghuo Zhu and
Sen Yang and
Chi Zhang and
Rong Jin and
Tianbao Yang},
editor = {Amir Globerson and
Ricardo Silva},
title = {Learning with Non-Convex Truncated Losses by {SGD}},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {701--711},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/xu20b.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XuZYZJY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangY19,
author = {Yingzhen Yang and
Jiahui Yu},
editor = {Amir Globerson and
Ricardo Silva},
title = {Fast Proximal Gradient Descent for {A} Class of Non-convex and Non-smooth
Sparse Learning Problems},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1253--1262},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/yang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YangY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangYBZW19,
author = {Lin F. Yang and
Zheng Yu and
Vladimir Braverman and
Tuo Zhao and
Mengdi Wang},
editor = {Amir Globerson and
Ricardo Silva},
title = {Online Factorization and Partition of Complex Networks by Random Walk},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {820--830},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/yang20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YangYBZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZanderL19,
author = {Benito van der Zander and
Maciej Liskiewicz},
editor = {Amir Globerson and
Ricardo Silva},
title = {Finding Minimal d-separators in Linear Time and Applications},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {637--647},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/van-der-zander20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZanderL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZengB19,
author = {Zhe Zeng and
Guy Van den Broeck},
editor = {Amir Globerson and
Ricardo Silva},
title = {Efficient Search-Based Weighted Model Integration},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {175--185},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/zeng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZengB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangDL19,
author = {Yehong Zhang and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
editor = {Amir Globerson and
Ricardo Silva},
title = {Bayesian Optimization with Binary Auxiliary Information},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1222--1232},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/zhang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangPT19,
author = {Guojun Zhang and
Pascal Poupart and
George Trimponias},
editor = {Amir Globerson and
Ricardo Silva},
title = {Comparing {EM} with {GD} in Mixture Models of Two Components},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {164--174},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/zhang20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2019,
editor = {Amir Globerson and
Ricardo Silva},
title = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
publisher = {{AUAI} Press},
year = {2019},
url = {http://auai.org/uai2019/accepted.php},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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