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ORCIDBibTeX records: Pascal Poupart
@inproceedings{DBLP:conf/aaai/HasanZGCP24,
author = {Mohsin Hasan and
Guojun Zhang and
Kaiyang Guo and
Xi Chen and
Pascal Poupart},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Calibrated One Round Federated Learning with Bayesian Inference in
the Predictive Space},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12313--12321},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29122},
doi = {10.1609/AAAI.V38I11.29122},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HasanZGCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05015,
author = {Agustinus Kristiadi and
Felix Strieth{-}Kalthoff and
Marta Skreta and
Pascal Poupart and
Al{\'{a}}n Aspuru{-}Guzik and
Geoff Pleiss},
title = {A Sober Look at LLMs for Material Discovery: Are They Actually Good
for Bayesian Optimization Over Molecules?},
journal = {CoRR},
volume = {abs/2402.05015},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05015},
doi = {10.48550/ARXIV.2402.05015},
eprinttype = {arXiv},
eprint = {2402.05015},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04221,
author = {Oliver Schulte and
Pascal Poupart},
title = {Why Online Reinforcement Learning is Causal},
journal = {CoRR},
volume = {abs/2403.04221},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04221},
doi = {10.48550/ARXIV.2403.04221},
eprinttype = {arXiv},
eprint = {2403.04221},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11062,
author = {Yudong Luo and
Yangchen Pan and
Han Wang and
Philip H. S. Torr and
Pascal Poupart},
title = {A Simple Mixture Policy Parameterization for Improving Sample Efficiency
of CVaR Optimization},
journal = {CoRR},
volume = {abs/2403.11062},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11062},
doi = {10.48550/ARXIV.2403.11062},
eprinttype = {arXiv},
eprint = {2403.11062},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuRKRP23,
author = {Runcheng Liu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Attribute Controlled Dialogue Prompting},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {2380--2389},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.150},
doi = {10.18653/V1/2023.FINDINGS-ACL.150},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuRKRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SunSLP23,
author = {Xiangyu Sun and
Oliver Schulte and
Guiliang Liu and
Pascal Poupart},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{NTS-NOTEARS:} Learning Nonparametric DBNs With Prior Knowledge},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1942--1964},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sun23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SunSLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HebertGPC23,
author = {Liam Hebert and
Lukasz Golab and
Pascal Poupart and
Robin Cohen},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {FedFormer: Contextual Federation with Attention in Reinforcement Learning},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {810--818},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598716},
doi = {10.5555/3545946.3598716},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/HebertGPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HuangP23,
author = {Cynthia Huang and
Pascal Poupart},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Defensive Collaborative Learning: Protecting Objective Privacy in
Data Sharing},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {2845--2847},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3599098},
doi = {10.5555/3545946.3599098},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/HuangP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/KobyzevJRLDLPG23,
author = {Ivan Kobyzev and
Aref Jafari and
Mehdi Rezagholizadeh and
Tianda Li and
Alan Do{-}Omri and
Peng Lu and
Pascal Poupart and
Ali Ghodsi},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Do we need Label Regularization to Fine-tune Pre-trained Language
Models?},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {166--177},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.13},
doi = {10.18653/V1/2023.EACL-MAIN.13},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/KobyzevJRLDLPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GhoseP23,
author = {Amur Ghose and
Pascal Poupart},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Contrastive Deterministic Autoencoders For Language Modeling},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {8458--8476},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.567},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.567},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GhoseP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GauravRLP23,
author = {Ashish Gaurav and
Kasra Rezaee and
Guiliang Liu and
Pascal Poupart},
title = {Learning Soft Constraints From Constrained Expert Demonstrations},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=8sSnD78NqTN},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GauravRLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuLGRP23,
author = {Guiliang Liu and
Yudong Luo and
Ashish Gaurav and
Kasra Rezaee and
Pascal Poupart},
title = {Benchmarking Constraint Inference in Inverse Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=vINj\_Hv9szL},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuLGRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhoseGYP23,
author = {Amur Ghose and
Apurv Gupta and
Yaoliang Yu and
Pascal Poupart},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Batchnorm Allows Unsupervised Radial Attacks},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0266d95023740481d22d437aa8aba0e9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhoseGYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoLPP23,
author = {Yudong Luo and
Guiliang Liu and
Pascal Poupart and
Yangchen Pan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {An Alternative to Variance: Gini Deviation for Risk-averse Policy
Gradient},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/bf665e1cf271faa5037374c884ba3808-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoLPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QiaoLPX23,
author = {Guanren Qiao and
Guiliang Liu and
Pascal Poupart and
Zhiqiang Xu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture
of Demonstrations},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/bdc48324d6158a7edef88d673855a3f4-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QiaoLPX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05228,
author = {Runcheng Liu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Attribute Controlled Dialogue Prompting},
journal = {CoRR},
volume = {abs/2307.05228},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05228},
doi = {10.48550/ARXIV.2307.05228},
eprinttype = {arXiv},
eprint = {2307.05228},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08873,
author = {Yudong Luo and
Guiliang Liu and
Pascal Poupart and
Yangchen Pan},
title = {An Alternative to Variance: Gini Deviation for Risk-averse Policy
Gradient},
journal = {CoRR},
volume = {abs/2307.08873},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08873},
doi = {10.48550/ARXIV.2307.08873},
eprinttype = {arXiv},
eprint = {2307.08873},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03683,
author = {Ahmad Rashid and
Serena Hacker and
Guojun Zhang and
Agustinus Kristiadi and
Pascal Poupart},
title = {Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated
Discriminative Neural Networks},
journal = {CoRR},
volume = {abs/2311.03683},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03683},
doi = {10.48550/ARXIV.2311.03683},
eprinttype = {arXiv},
eprint = {2311.03683},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09817,
author = {Mohsin Hasan and
Guojun Zhang and
Kaiyang Guo and
Xi Chen and
Pascal Poupart},
title = {Calibrated One Round Federated Learning with Bayesian Inference in
the Predictive Space},
journal = {CoRR},
volume = {abs/2312.09817},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09817},
doi = {10.48550/ARXIV.2312.09817},
eprinttype = {arXiv},
eprint = {2312.09817},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangPY22,
author = {Guojun Zhang and
Pascal Poupart and
Yaoliang Yu},
title = {Optimality and Stability in Non-Convex Smooth Games},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {35:1--35:71},
year = {2022},
url = {http://jmlr.org/papers/v23/20-918.html},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangPY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SubramanianT0P22,
author = {Sriram Ganapathi Subramanian and
Matthew E. Taylor and
Mark Crowley and
Pascal Poupart},
title = {Decentralized Mean Field Games},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9439--9447},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21176},
doi = {10.1609/AAAI.V36I9.21176},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SubramanianT0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KhanWP22,
author = {Kashif Khan and
Ruizhe Wang and
Pascal Poupart},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {WatClaimCheck: {A} new Dataset for Claim Entailment and Inference},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {1293--1304},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.92},
doi = {10.18653/V1/2022.ACL-LONG.92},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KhanWP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HaidarRGBLP22,
author = {Md. Akmal Haidar and
Mehdi Rezagholizadeh and
Abbas Ghaddar and
Khalil Bibi and
Philippe Langlais and
Pascal Poupart},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {{CILDA:} Contrastive Data Augmentation Using Intermediate Layer Knowledge
Distillation},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {4707--4713},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.417},
timestamp = {Thu, 13 Oct 2022 17:29:38 +0200},
biburl = {https://dblp.org/rec/conf/coling/HaidarRGBLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JafariKRP022,
author = {Aref Jafari and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart and
Ali Ghodsi},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Continuation {KD:} Improved Knowledge Distillation through the Lens
of Continuation Optimization},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {5260--5269},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.385},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.385},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JafariKRP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuAFP22,
author = {Guiliang Liu and
Ashutosh Adhikari and
Amir{-}massoud Farahmand and
Pascal Poupart},
title = {Learning Object-Oriented Dynamics for Planning from Text},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=B6EIcyp-Rb7},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuAFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuoLDSP22,
author = {Yudong Luo and
Guiliang Liu and
Haonan Duan and
Oliver Schulte and
Pascal Poupart},
title = {Distributional Reinforcement Learning with Monotonic Splines},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=C8Ltz08PtBp},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuoLDSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HaidarARGLP22,
author = {Md. Akmal Haidar and
Nithin Anchuri and
Mehdi Rezagholizadeh and
Abbas Ghaddar and
Philippe Langlais and
Pascal Poupart},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{RAIL-KD:} RAndom Intermediate Layer Mapping for Knowledge Distillation},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1389--1400},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.103},
doi = {10.18653/V1/2022.FINDINGS-NAACL.103},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HaidarARGLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLSP22,
author = {Guiliang Liu and
Yudong Luo and
Oliver Schulte and
Pascal Poupart},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player
Evaluation in Sports Game},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7f6e51d8298aa01b084b700ab91aff94-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuLSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NelsonBGL0P22,
author = {Elliot Nelson and
Debarun Bhattacharjya and
Tian Gao and
Miao Liu and
Djallel Bouneffouf and
Pascal Poupart},
editor = {James Cussens and
Kun Zhang},
title = {Linearizing contextual bandits with latent state dynamics},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1477--1487},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/nelson22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/NelsonBGL0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SelbyRKRP22,
author = {Kira A. Selby and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
editor = {James Cussens and
Kun Zhang},
title = {Learning functions on multiple sets using multi-set transformers},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1760--1770},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/selby22a.html},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SelbyRKRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07674,
author = {Md. Akmal Haidar and
Mehdi Rezagholizadeh and
Abbas Ghaddar and
Khalil Bibi and
Philippe Langlais and
Pascal Poupart},
title = {{CILDA:} Contrastive Data Augmentation using Intermediate Layer Knowledge
Distillation},
journal = {CoRR},
volume = {abs/2204.07674},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07674},
doi = {10.48550/ARXIV.2204.07674},
eprinttype = {arXiv},
eprint = {2204.07674},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12428,
author = {Ivan Kobyzev and
Aref Jafari and
Mehdi Rezagholizadeh and
Tianda Li and
Alan Do{-}Omri and
Peng Lu and
Ali Ghodsi and
Pascal Poupart},
title = {Towards Understanding Label Regularization for Fine-tuning Pre-trained
Language Models},
journal = {CoRR},
volume = {abs/2205.12428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12428},
doi = {10.48550/ARXIV.2205.12428},
eprinttype = {arXiv},
eprint = {2205.12428},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13697,
author = {Liam Hebert and
Lukasz Golab and
Pascal Poupart and
Robin Cohen},
title = {FedFormer: Contextual Federation with Attention in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.13697},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13697},
doi = {10.48550/ARXIV.2205.13697},
eprinttype = {arXiv},
eprint = {2205.13697},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01311,
author = {Ashish Gaurav and
Kasra Rezaee and
Guiliang Liu and
Pascal Poupart},
title = {Learning Soft Constraints From Constrained Expert Demonstrations},
journal = {CoRR},
volume = {abs/2206.01311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01311},
doi = {10.48550/ARXIV.2206.01311},
eprinttype = {arXiv},
eprint = {2206.01311},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06357,
author = {Haolin Yu and
Kaiyang Guo and
Mahdi Karami and
Xi Chen and
Guojun Zhang and
Pascal Poupart},
title = {Federated Bayesian Neural Regression: {A} Scalable Global Federated
Gaussian Process},
journal = {CoRR},
volume = {abs/2206.06357},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06357},
doi = {10.48550/ARXIV.2206.06357},
eprinttype = {arXiv},
eprint = {2206.06357},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09526,
author = {Mohsin Hasan and
Zehao Zhang and
Kaiyang Guo and
Mahdi Karami and
Guojun Zhang and
Xi Chen and
Pascal Poupart},
title = {Robust One Round Federated Learning with Predictive Space Bayesian
Inference},
journal = {CoRR},
volume = {abs/2206.09526},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09526},
doi = {10.48550/ARXIV.2206.09526},
eprinttype = {arXiv},
eprint = {2206.09526},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09670,
author = {Guiliang Liu and
Yudong Luo and
Ashish Gaurav and
Kasra Rezaee and
Pascal Poupart},
title = {Benchmarking Constraint Inference in Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/2206.09670},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09670},
doi = {10.48550/ARXIV.2206.09670},
eprinttype = {arXiv},
eprint = {2206.09670},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15444,
author = {Kira A. Selby and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Learning Functions on Multiple Sets using Multi-Set Transformers},
journal = {CoRR},
volume = {abs/2206.15444},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15444},
doi = {10.48550/ARXIV.2206.15444},
eprinttype = {arXiv},
eprint = {2206.15444},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14960,
author = {Ehsan Imani and
Guojun Zhang and
Jun Luo and
Pascal Poupart and
Yangchen Pan},
title = {Label Alignment Regularization for Distribution Shift},
journal = {CoRR},
volume = {abs/2211.14960},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14960},
doi = {10.48550/ARXIV.2211.14960},
eprinttype = {arXiv},
eprint = {2211.14960},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05998,
author = {Aref Jafari and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart and
Ali Ghodsi},
title = {Continuation {KD:} Improved Knowledge Distillation through the Lens
of Continuation Optimization},
journal = {CoRR},
volume = {abs/2212.05998},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05998},
doi = {10.48550/ARXIV.2212.05998},
eprinttype = {arXiv},
eprint = {2212.05998},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SubramanianT0P21,
author = {Sriram Ganapathi Subramanian and
Matthew E. Taylor and
Mark Crowley and
Pascal Poupart},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Partially Observable Mean Field Reinforcement Learning},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {537--545},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p537.pdf},
doi = {10.5555/3463952.3464019},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/SubramanianT0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AbolfathiRBLP21,
author = {Elmira Amirloo Abolfathi and
Mohsen Rohani and
Ershad Banijamali and
Jun Luo and
Pascal Poupart},
title = {Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics
and Cost Map},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {8494--8503},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Amirloo\_Self-Supervised\_Simultaneous\_Multi-Step\_Prediction\_of\_Road\_Dynamics\_and\_Cost\_Map\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00839},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AbolfathiRBLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BanijamaliRALP21,
author = {Ershad Banijamali and
Mohsen Rohani and
Elmira Amirloo Abolfathi and
Jun Luo and
Pascal Poupart},
title = {Prediction by Anticipation: An Action-Conditional Prediction Method
based on Interaction Learning},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {15601--15610},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01533},
doi = {10.1109/ICCV48922.2021.01533},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/BanijamaliRALP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZYP21,
author = {Guojun Zhang and
Han Zhao and
Yaoliang Yu and
Pascal Poupart},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Quantifying and Improving Transferability in Domain Generalization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10957--10970},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/5adaacd4531b78ff8b5cedfe3f4d5212-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangZYP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSSP21,
author = {Guiliang Liu and
Xiangyu Sun and
Oliver Schulte and
Pascal Poupart},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Tree Interpretation from Object Representation for Deep Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19622--19636},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a35fe7f7fe8217b4369a0af4244d1fca-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuSSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01039,
author = {Elmira Amirloo Abolfathi and
Mohsen Rohani and
Ershad Banijamali and
Jun Luo and
Pascal Poupart},
title = {Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics
and Cost Map},
journal = {CoRR},
volume = {abs/2103.01039},
year = {2021},
url = {https://arxiv.org/abs/2103.01039},
eprinttype = {arXiv},
eprint = {2103.01039},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08420,
author = {Kira A. Selby and
Yinong Wang and
Ruizhe Wang and
Peyman Passban and
Ahmad Rashid and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Robust Embeddings Via Distributions},
journal = {CoRR},
volume = {abs/2104.08420},
year = {2021},
url = {https://arxiv.org/abs/2104.08420},
eprinttype = {arXiv},
eprint = {2104.08420},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03632,
author = {Guojun Zhang and
Han Zhao and
Yaoliang Yu and
Pascal Poupart},
title = {Quantifying and Improving Transferability in Domain Generalization},
journal = {CoRR},
volume = {abs/2106.03632},
year = {2021},
url = {https://arxiv.org/abs/2106.03632},
eprinttype = {arXiv},
eprint = {2106.03632},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04286,
author = {Xiangyu Sun and
Guiliang Liu and
Pascal Poupart and
Oliver Schulte},
title = {{NTS-NOTEARS:} Learning Nonparametric Temporal DAGs With Time-Series
Data and Prior Knowledge},
journal = {CoRR},
volume = {abs/2109.04286},
year = {2021},
url = {https://arxiv.org/abs/2109.04286},
eprinttype = {arXiv},
eprint = {2109.04286},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10164,
author = {Md. Akmal Haidar and
Nithin Anchuri and
Mehdi Rezagholizadeh and
Abbas Ghaddar and
Philippe Langlais and
Pascal Poupart},
title = {{RAIL-KD:} RAndom Intermediate Layer Mapping for Knowledge Distillation},
journal = {CoRR},
volume = {abs/2109.10164},
year = {2021},
url = {https://arxiv.org/abs/2109.10164},
eprinttype = {arXiv},
eprint = {2109.10164},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09099,
author = {Sriram Ganapathi Subramanian and
Matthew E. Taylor and
Mark Crowley and
Pascal Poupart},
title = {Decentralized Mean Field Games},
journal = {CoRR},
volume = {abs/2112.09099},
year = {2021},
url = {https://arxiv.org/abs/2112.09099},
eprinttype = {arXiv},
eprint = {2112.09099},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12321,
author = {Xiangle Cheng and
James He and
Shihan Xiao and
Yingxue Zhang and
Zhitang Chen and
Pascal Poupart and
Fenglin Li},
title = {Physics Constrained Flow Neural Network for Short-Timescale Predictions
in Data Communications Networks},
journal = {CoRR},
volume = {abs/2112.12321},
year = {2021},
url = {https://arxiv.org/abs/2112.12321},
eprinttype = {arXiv},
eprint = {2112.12321},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GhoseJP20,
author = {Amur Ghose and
Priyank Jaini and
Pascal Poupart},
title = {Learning directed acyclic graph SPNs in sub-quadratic time},
journal = {Int. J. Approx. Reason.},
volume = {120},
pages = {48--73},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.01.005},
doi = {10.1016/J.IJAR.2020.01.005},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/GhoseJP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DuanRPC20,
author = {Haonan Duan and
Abdullah Rashwan and
Pascal Poupart and
Zhitang Chen},
title = {Discriminative training of feed-forward and recurrent sum-product
networks by extended Baum-Welch},
journal = {Int. J. Approx. Reason.},
volume = {124},
pages = {66--81},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.02.007},
doi = {10.1016/J.IJAR.2020.02.007},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/DuanRPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KazemiGJKSFP20,
author = {Seyed Mehran Kazemi and
Rishab Goel and
Kshitij Jain and
Ivan Kobyzev and
Akshay Sethi and
Peter Forsyth and
Pascal Poupart},
title = {Representation Learning for Dynamic Graphs: {A} Survey},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {70:1--70:73},
year = {2020},
url = {http://jmlr.org/papers/v21/19-447.html},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KazemiGJKSFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GoelKBP20,
author = {Rishab Goel and
Seyed Mehran Kazemi and
Marcus A. Brubaker and
Pascal Poupart},
title = {Diachronic Embedding for Temporal Knowledge Graph Completion},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3988--3995},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5815},
doi = {10.1609/AAAI.V34I04.5815},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GoelKBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SubramanianPTH20,
author = {Sriram Ganapathi Subramanian and
Pascal Poupart and
Matthew E. Taylor and
Nidhi Hegde},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Multi Type Mean Field Reinforcement Learning},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {411--419},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398813},
doi = {10.5555/3398761.3398813},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SubramanianPTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AsgharMSPPJ20,
author = {Nabiha Asghar and
Lili Mou and
Kira A. Selby and
Kevin D. Pantasdo and
Pascal Poupart and
Xin Jiang},
title = {Progressive Memory Banks for Incremental Domain Adaptation},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BkepbpNFwr},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AsgharMSPPJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanNTPG20,
author = {Haonan Duan and
Saeed Nejati and
George Trimponias and
Pascal Poupart and
Vijay Ganesh},
title = {Online Bayesian Moment Matching based {SAT} Solver Heuristics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2710--2719},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuanNTPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoSP20,
author = {Yudong Luo and
Oliver Schulte and
Pascal Poupart},
editor = {Christian Bessiere},
title = {Inverse Reinforcement Learning for Team Sports: Valuing Actions and
Players},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3356--3363},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/464},
doi = {10.24963/IJCAI.2020/464},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LianJTPY20,
author = {Xin Lian and
Kshitij Jain and
Jakub Truszkowski and
Pascal Poupart and
Yaoliang Yu},
editor = {Christian Bessiere},
title = {Unsupervised Multilingual Alignment using Wasserstein Barycenter},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3702--3708},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/512},
doi = {10.24963/IJCAI.2020/512},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LianJTPY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdhikariYCZRLPT20,
author = {Ashutosh Adhikari and
Xingdi Yuan and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mikul{\'{a}}{\^{s}} Zelinka and
Marc{-}Antoine Rondeau and
Romain Laroche and
Pascal Poupart and
Jian Tang and
Adam Trischler and
William L. Hamilton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning Dynamic Belief Graphs to Generalize on Text-Based Games},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/1fc30b9d4319760b04fab735fbfed9a9-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdhikariYCZRLPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSPRJ20,
author = {Guiliang Liu and
Oliver Schulte and
Pascal Poupart and
Mike Rudd and
Mehrsan Javan},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning Agent Representations for Ice Hockey},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/d90e5b6628b4291225cba0bdc643c295-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuSPRJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GhoseRP20,
author = {Amur Ghose and
Abdullah Rashwan and
Pascal Poupart},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Batch norm with entropic regularization turns deterministic autoencoders
into generative models},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1079--1088},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/ghose20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GhoseRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03194,
author = {Abdullah Rashwan and
Rishav Agarwal and
Agastya Kalra and
Pascal Poupart},
title = {MatrixNets: {A} New Scale and Aspect Ratio Aware Architecture for
Object Detection},
journal = {CoRR},
volume = {abs/2001.03194},
year = {2020},
url = {https://arxiv.org/abs/2001.03194},
eprinttype = {arXiv},
eprint = {2001.03194},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00743,
author = {Xin Lian and
Kshitij Jain and
Jakub Truszkowski and
Pascal Poupart and
Yaoliang Yu},
title = {Unsupervised Multilingual Alignment using Wasserstein Barycenter},
journal = {CoRR},
volume = {abs/2002.00743},
year = {2020},
url = {https://arxiv.org/abs/2002.00743},
eprinttype = {arXiv},
eprint = {2002.00743},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02513,
author = {Sriram Ganapathi Subramanian and
Pascal Poupart and
Matthew E. Taylor and
Nidhi Hegde},
title = {Multi Type Mean Field Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.02513},
year = {2020},
url = {https://arxiv.org/abs/2002.02513},
eprinttype = {arXiv},
eprint = {2002.02513},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09127,
author = {Ashutosh Adhikari and
Xingdi Yuan and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mikul{\'{a}}{\^{s}} Zelinka and
Marc{-}Antoine Rondeau and
Romain Laroche and
Pascal Poupart and
Jian Tang and
Adam Trischler and
William L. Hamilton},
title = {Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games},
journal = {CoRR},
volume = {abs/2002.09127},
year = {2020},
url = {https://arxiv.org/abs/2002.09127},
eprinttype = {arXiv},
eprint = {2002.09127},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10631,
author = {Amur Ghose and
Abdullah Rashwan and
Pascal Poupart},
title = {Batch norm with entropic regularization turns deterministic autoencoders
into generative models},
journal = {CoRR},
volume = {abs/2002.10631},
year = {2020},
url = {https://arxiv.org/abs/2002.10631},
eprinttype = {arXiv},
eprint = {2002.10631},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11875,
author = {Guojun Zhang and
Pascal Poupart and
Yaoliang Yu},
title = {Optimality and Stability in Non-Convex-Non-Concave Min-Max Optimization},
journal = {CoRR},
volume = {abs/2002.11875},
year = {2020},
url = {https://arxiv.org/abs/2002.11875},
eprinttype = {arXiv},
eprint = {2002.11875},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03645,
author = {Nabiha Asghar and
Ivan Kobyzev and
Jesse Hoey and
Pascal Poupart and
Muhammad Bilal Sheikh},
title = {Generating Emotionally Aligned Responses in Dialogues using Affect
Control Theory},
journal = {CoRR},
volume = {abs/2003.03645},
year = {2020},
url = {https://arxiv.org/abs/2003.03645},
eprinttype = {arXiv},
eprint = {2003.03645},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03731,
author = {Allen Houze Wang and
Priyank Jaini and
Yaoliang Yu and
Pascal Poupart},
title = {Complete Hierarchy of Relaxation for Constrained Signomial Positivity},
journal = {CoRR},
volume = {abs/2003.03731},
year = {2020},
url = {https://arxiv.org/abs/2003.03731},
eprinttype = {arXiv},
eprint = {2003.03731},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14592,
author = {Guojun Zhang and
Kaiwen Wu and
Pascal Poupart and
Yaoliang Yu},
title = {Newton-type Methods for Minimax Optimization},
journal = {CoRR},
volume = {abs/2006.14592},
year = {2020},
url = {https://arxiv.org/abs/2006.14592},
eprinttype = {arXiv},
eprint = {2006.14592},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13478,
author = {Ershad Banijamali and
Mohsen Rohani and
Elmira Amirloo Abolfathi and
Jun Luo and
Pascal Poupart},
title = {Prediction by Anticipation: An Action-Conditional Prediction Method
based on Interaction Learning},
journal = {CoRR},
volume = {abs/2012.13478},
year = {2020},
url = {https://arxiv.org/abs/2012.13478},
eprinttype = {arXiv},
eprint = {2012.13478},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15791,
author = {Sriram Ganapathi Subramanian and
Matthew E. Taylor and
Mark Crowley and
Pascal Poupart},
title = {Partially Observable Mean Field Reinforcement Learning},
journal = {CoRR},
volume = {abs/2012.15791},
year = {2020},
url = {https://arxiv.org/abs/2012.15791},
eprinttype = {arXiv},
eprint = {2012.15791},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WeiLMZPLJ19,
author = {Bolin Wei and
Shuai Lu and
Lili Mou and
Hao Zhou and
Pascal Poupart and
Ge Li and
Zhi Jin},
title = {Why Do Neural Dialog Systems Generate Short and Meaningless Replies?
a Comparison between Dialog and Translation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {7290--7294},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682634},
doi = {10.1109/ICASSP.2019.8682634},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WeiLMZPLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/RashwanKP19,
author = {Abdullah Rashwan and
Agastya Kalra and
Pascal Poupart},
title = {Matrix Nets: {A} New Deep Architecture for Object Detection},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {2025--2028},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00252},
doi = {10.1109/ICCVW.2019.00252},
timestamp = {Thu, 12 Mar 2020 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/RashwanKP19.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 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangPT19.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}
}
@article{DBLP:journals/corr/abs-1901-03704,
author = {Alejandro Molina and
Antonio Vergari and
Karl Stelzner and
Robert Peharz and
Pranav Subramani and
Nicola Di Mauro and
Pascal Poupart and
Kristian Kersting},
title = {SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning
using Sum-Product Networks},
journal = {CoRR},
volume = {abs/1901.03704},
year = {2019},
url = {http://arxiv.org/abs/1901.03704},
eprinttype = {arXiv},
eprint = {1901.03704},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11485,
author = {Seyed Mehran Kazemi and
Rishab Goel and
Kshitij Jain and
Ivan Kobyzev and
Akshay Sethi and
Peter Forsyth and
Pascal Poupart},
title = {Relational Representation Learning for Dynamic (Knowledge) Graphs:
{A} Survey},
journal = {CoRR},
volume = {abs/1905.11485},
year = {2019},
url = {http://arxiv.org/abs/1905.11485},
eprinttype = {arXiv},
eprint = {1905.11485},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03143,
author = {Rishab Goel and
Seyed Mehran Kazemi and
Marcus A. Brubaker and
Pascal Poupart},
title = {Diachronic Embedding for Temporal Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/1907.03143},
year = {2019},
url = {http://arxiv.org/abs/1907.03143},
eprinttype = {arXiv},
eprint = {1907.03143},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03783,
author = {Guojun Zhang and
Pascal Poupart and
George Trimponias},
title = {Comparing {EM} with {GD} in Mixture Models of Two Components},
journal = {CoRR},
volume = {abs/1907.03783},
year = {2019},
url = {http://arxiv.org/abs/1907.03783},
eprinttype = {arXiv},
eprint = {1907.03783},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05321,
author = {Seyed Mehran Kazemi and
Rishab Goel and
Sepehr Eghbali and
Janahan Ramanan and
Jaspreet Sahota and
Sanjay Thakur and
Stella Wu and
Cathal Smyth and
Pascal Poupart and
Marcus A. Brubaker},
title = {Time2Vec: Learning a Vector Representation of Time},
journal = {CoRR},
volume = {abs/1907.05321},
year = {2019},
url = {http://arxiv.org/abs/1907.05321},
eprinttype = {arXiv},
eprint = {1907.05321},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04646,
author = {Abdullah Rashwan and
Agastya Kalra and
Pascal Poupart},
title = {Matrix Nets: {A} New Deep Architecture for Object Detection},
journal = {CoRR},
volume = {abs/1908.04646},
year = {2019},
url = {http://arxiv.org/abs/1908.04646},
eprinttype = {arXiv},
eprint = {1908.04646},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShaMLPLCS18,
author = {Lei Sha and
Lili Mou and
Tianyu Liu and
Pascal Poupart and
Sujian Li and
Baobao Chang and
Zhifang Sui},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Order-Planning Neural Text Generation From Structured Data},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5414--5421},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11947},
doi = {10.1609/AAAI.V32I1.11947},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShaMLPLCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiCPDG18,
author = {Zhuoshu Li and
Zhitang Chen and
Pascal Poupart and
Sanmay Das and
Yanhui Geng},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Faster Policy Adaptation in Environments with Exogeneity: {A} State
Augmentation Approach},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {1035--1043},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237851},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/LiCPDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/BahuleyanMVP18,
author = {Hareesh Bahuleyan and
Lili Mou and
Olga Vechtomova and
Pascal Poupart},
editor = {Emily M. Bender and
Leon Derczynski and
Pierre Isabelle},
title = {Variational Attention for Sequence-to-Sequence Models},
booktitle = {Proceedings of the 27th International Conference on Computational
Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
2018},
pages = {1672--1682},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-1142/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/BahuleyanMVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/AsgharPHJM18,
author = {Nabiha Asghar and
Pascal Poupart and
Jesse Hoey and
Xin Jiang and
Lili Mou},
editor = {Gabriella Pasi and
Benjamin Piwowarski and
Leif Azzopardi and
Allan Hanbury},
title = {Affective Neural Response Generation},
booktitle = {Advances in Information Retrieval - 40th European Conference on {IR}
Research, {ECIR} 2018, Grenoble, France, March 26-29, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10772},
pages = {154--166},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-76941-7\_12},
doi = {10.1007/978-3-319-76941-7\_12},
timestamp = {Thu, 14 Oct 2021 09:46:34 +0200},
biburl = {https://dblp.org/rec/conf/ecir/AsgharPHJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiangKPCG18,
author = {Jia Liang and
Hari Govind V. K. and
Pascal Poupart and
Krzysztof Czarnecki and
Vijay Ganesh},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {An Empirical Study of Branching Heuristics through the Lens of Global
Learning Rate},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5319--5323},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/745},
doi = {10.24963/IJCAI.2018/745},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiangKPCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoelWP18,
author = {Vikash Goel and
Jameson Weng and
Pascal Poupart},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Unsupervised Video Object Segmentation for Deep Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5688--5699},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/96f2b50b5d3613adf9c27049b2a888c7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoelWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KalraRHPDT18,
author = {Agastya Kalra and
Abdullah Rashwan and
Wei{-}Shou Hsu and
Pascal Poupart and
Prashant Doshi and
Georgios Trimponias},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Online Structure Learning for Feed-Forward and Recurrent Sum-Product
Networks},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6944--6954},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/66121d1f782d29b62a286909165517bc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KalraRHPDT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainiPY18,
author = {Priyank Jaini and
Pascal Poupart and
Yaoliang Yu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Deep Homogeneous Mixture Models: Representation, Separation, and Approximation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7136--7145},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/c5f5c23be1b71adb51ea9dc8e9d444a8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JainiPY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeKPK18,
author = {Jongmin Lee and
Geon{-}hyeong Kim and
Pascal Poupart and
Kee{-}Eung Kim},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Monte-Carlo Tree Search for Constrained POMDPs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7934--7943},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/54c3d58c5efcf59ddeb7486b7061ea5a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeeKPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ButzOSTPK18,
author = {Cory J. Butz and
Jhonatan de S. Oliveira and
Andr{\'{e}} E. dos Santos and
Andr{\'{e}} L. Teixeira and
Pascal Poupart and
Agastya Kalra},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {An Empirical Study of Methods for {SPN} Learning and Inference},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {49--60},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/butz18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/pgm/ButzOSTPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/JainiGP18,
author = {Priyank Jaini and
Amur Ghose and
Pascal Poupart},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Prometheus : Directly Learning Acyclic Directed Graph Structures for
Sum-Product Networks},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {181--192},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/jaini18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/JainiGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/RashwanPC18,
author = {Abdullah Rashwan and
Pascal Poupart and
Zhitang Chen},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Discriminative Training of Sum-Product Networks by Extended Baum-Welch},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {356--367},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/rashwan18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/RashwanPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07780,
author = {Vik Goel and
Jameson Weng and
Pascal Poupart},
title = {Unsupervised Video Object Segmentation for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1805.07780},
year = {2018},
url = {http://arxiv.org/abs/1805.07780},
eprinttype = {arXiv},
eprint = {1805.07780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00239,
author = {Nabiha Asghar and
Lili Mou and
Kira A. Selby and
Kevin D. Pantasdo and
Pascal Poupart and
Xin Jiang},
title = {Progressive Memory Banks for Incremental Domain Adaptation},
journal = {CoRR},
volume = {abs/1811.00239},
year = {2018},
url = {http://arxiv.org/abs/1811.00239},
eprinttype = {arXiv},
eprint = {1811.00239},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DuPX17,
author = {Wenchao Du and
Pascal Poupart and
Wei Xu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Discovering Conversational Dependencies between Messages in Dialogs},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4917--4918},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11111},
doi = {10.1609/AAAI.V31I1.11111},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DuPX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HsuKP17,
author = {Wilson Hsu and
Agastya Kalra and
Pascal Poupart},
title = {Online Structure Learning for Sum-Product Networks with Gaussian Leaves},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=By7LxZNFe},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HsuKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JainiCCLMRSTTP17,
author = {Priyank Jaini and
Zhitang Chen and
Pablo Carbajal and
Edith Law and
Laura Middleton and
Kayla Regan and
Mike Schaekermann and
George Trimponias and
James Tung and
Pascal Poupart},
title = {Online Bayesian Transfer Learning for Sequential Data Modeling},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=ByqiJIqxg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JainiCCLMRSTTP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LeeJPK17,
author = {Jongmin Lee and
Youngsoo Jang and
Pascal Poupart and
Kee{-}Eung Kim},
editor = {Carles Sierra},
title = {Constrained Bayesian Reinforcement Learning via Approximate Linear
Programming},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2088--2095},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/290},
doi = {10.24963/IJCAI.2017/290},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LeeJPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BanijamaliGP17,
author = {Ershad Banijamali and
Ali Ghodsi and
Pascal Poupart},
title = {Generative mixture of networks},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3753--3760},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966329},
doi = {10.1109/IJCNN.2017.7966329},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BanijamaliGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sat/LiangKPCG17,
author = {Jia Hui Liang and
Hari Govind V. K. and
Pascal Poupart and
Krzysztof Czarnecki and
Vijay Ganesh},
editor = {Serge Gaspers and
Toby Walsh},
title = {An Empirical Study of Branching Heuristics Through the Lens of Global
Learning Rate},
booktitle = {Theory and Applications of Satisfiability Testing - {SAT} 2017 - 20th
International Conference, Melbourne, VIC, Australia, August 28 - September
1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10491},
pages = {119--135},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66263-3\_8},
doi = {10.1007/978-3-319-66263-3\_8},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sat/LiangKPCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sat/NejatiNSLGPG17,
author = {Saeed Nejati and
Zack Newsham and
Joseph Scott and
Jia Hui Liang and
Catherine H. Gebotys and
Pascal Poupart and
Vijay Ganesh},
editor = {Serge Gaspers and
Toby Walsh},
title = {A Propagation Rate Based Splitting Heuristic for Divide-and-Conquer
Solvers},
booktitle = {Theory and Applications of Satisfiability Testing - {SAT} 2017 - 20th
International Conference, Melbourne, VIC, Australia, August 28 - September
1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10491},
pages = {251--260},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66263-3\_16},
doi = {10.1007/978-3-319-66263-3\_16},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sat/NejatiNSLGPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/AsgharPJL17,
author = {Nabiha Asghar and
Pascal Poupart and
Xin Jiang and
Hang Li},
editor = {Nancy Ide and
Aur{\'{e}}lie Herbelot and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Deep Active Learning for Dialogue Generation},
booktitle = {Proceedings of the 6th Joint Conference on Lexical and Computational
Semantics, *SEM @ACM 2017, Vancouver, Canada, August 3-4, 2017},
pages = {78--83},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/S17-1008},
doi = {10.18653/V1/S17-1008},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/starsem/AsgharPJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Poupart17,
author = {Pascal Poupart},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Bayesian Reinforcement Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {116--120},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_929},
doi = {10.1007/978-1-4899-7687-1\_929},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Poupart17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Poupart17a,
author = {Pascal Poupart},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Partially Observable Markov Decision Processes},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {959--966},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_629},
doi = {10.1007/978-1-4899-7687-1\_629},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Poupart17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsuKP17,
author = {Wilson Hsu and
Agastya Kalra and
Pascal Poupart},
title = {Online Structure Learning for Sum-Product Networks with Gaussian Leaves},
journal = {CoRR},
volume = {abs/1701.05265},
year = {2017},
url = {http://arxiv.org/abs/1701.05265},
eprinttype = {arXiv},
eprint = {1701.05265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsuKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanijamaliGP17,
author = {Ershad Banijamali and
Ali Ghodsi and
Pascal Poupart},
title = {Generative Mixture of Networks},
journal = {CoRR},
volume = {abs/1702.03307},
year = {2017},
url = {http://arxiv.org/abs/1702.03307},
eprinttype = {arXiv},
eprint = {1702.03307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BanijamaliGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuLP17,
author = {Pengfei Zhu and
Xin Li and
Pascal Poupart},
title = {On Improving Deep Reinforcement Learning for POMDPs},
journal = {CoRR},
volume = {abs/1704.07978},
year = {2017},
url = {http://arxiv.org/abs/1704.07978},
eprinttype = {arXiv},
eprint = {1704.07978},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00155,
author = {Lei Sha and
Lili Mou and
Tianyu Liu and
Pascal Poupart and
Sujian Li and
Baobao Chang and
Zhifang Sui},
title = {Order-Planning Neural Text Generation From Structured Data},
journal = {CoRR},
volume = {abs/1709.00155},
year = {2017},
url = {http://arxiv.org/abs/1709.00155},
eprinttype = {arXiv},
eprint = {1709.00155},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-00155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03968,
author = {Nabiha Asghar and
Pascal Poupart and
Jesse Hoey and
Xin Jiang and
Lili Mou},
title = {Affective Neural Response Generation},
journal = {CoRR},
volume = {abs/1709.03968},
year = {2017},
url = {http://arxiv.org/abs/1709.03968},
eprinttype = {arXiv},
eprint = {1709.03968},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02250,
author = {Bolin Wei and
Shuai Lu and
Lili Mou and
Hao Zhou and
Pascal Poupart and
Ge Li and
Zhi Jin},
title = {Why Do Neural Dialog Systems Generate Short and Meaningless Replies?
{A} Comparison between Dialog and Translation},
journal = {CoRR},
volume = {abs/1712.02250},
year = {2017},
url = {http://arxiv.org/abs/1712.02250},
eprinttype = {arXiv},
eprint = {1712.02250},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08207,
author = {Hareesh Bahuleyan and
Lili Mou and
Olga Vechtomova and
Pascal Poupart},
title = {Variational Attention for Sequence-to-Sequence Models},
journal = {CoRR},
volume = {abs/1712.08207},
year = {2017},
url = {http://arxiv.org/abs/1712.08207},
eprinttype = {arXiv},
eprint = {1712.08207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiangGPC16,
author = {Jia Hui Liang and
Vijay Ganesh and
Pascal Poupart and
Krzysztof Czarnecki},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Exponential Recency Weighted Average Branching Heuristic for {SAT}
Solvers},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3434--3440},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10439},
doi = {10.1609/AAAI.V30I1.10439},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiangGPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MelibariPD16,
author = {Mazen Melibari and
Pascal Poupart and
Prashant Doshi},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Decision Sum-Product-Max Networks},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {4234--4235},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9957},
doi = {10.1609/AAAI.V30I1.9957},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MelibariPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenPG16,
author = {Zhitang Chen and
Pascal Poupart and
Yanhui Geng},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Online Relative Entropy Policy Search using Reproducing Kernel Hilbert
Space Embeddings},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {573--581},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/chen16a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RashwanZP16,
author = {Abdullah Rashwan and
Han Zhao and
Pascal Poupart},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Online and Distributed Bayesian Moment Matching for Parameter Learning
in Sum-Product Networks},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1469--1477},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/rashwan16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RashwanZP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MelibariPD16,
author = {Mazen A. Melibari and
Pascal Poupart and
Prashant Doshi},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Sum-Product-Max Networks for Tractable Decision Making: (Extended
Abstract)},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {1419--1420},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2937189},
timestamp = {Fri, 20 May 2016 20:33:29 +0200},
biburl = {https://dblp.org/rec/conf/atal/MelibariPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnp/PoupartCJFSGC0J16,
author = {Pascal Poupart and
Zhitang Chen and
Priyank Jaini and
Fred Fung and
Hengky Susanto and
Yanhui Geng and
Li Chen and
Kai Chen and
Hao Jin},
title = {Online flow size prediction for improved network routing},
booktitle = {24th {IEEE} International Conference on Network Protocols, {ICNP}
2016, Singapore, November 8-11, 2016},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICNP.2016.7785324},
doi = {10.1109/ICNP.2016.7785324},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnp/PoupartCJFSGC0J16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MelibariPD16,
author = {Mazen Melibari and
Pascal Poupart and
Prashant Doshi},
editor = {Subbarao Kambhampati},
title = {Sum-Product-Max Networks for Tractable Decision Making},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1846--1852},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/264},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MelibariPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoPG16,
author = {Han Zhao and
Pascal Poupart and
Geoffrey J. Gordon},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Unified Approach for Learning the Parameters of Sum-Product Networks},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {433--441},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/6c9882bbac1c7093bd25041881277658-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaoPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsuP16,
author = {Wei{-}Shou Hsu and
Pascal Poupart},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Online Bayesian Moment Matching for Topic Modeling with Unknown Number
of Topics},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4529--4537},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0233f3bb964cf325a30f8b1c2ed2da93-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsuP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/JainiRZLBCP16,
author = {Priyank Jaini and
Abdullah Rashwan and
Han Zhao and
Yue Liu and
Ershad Banijamali and
Zhitang Chen and
Pascal Poupart},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Online Algorithms for Sum-Product Networks with Continuous Variables},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {228--239},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/jaini16.html},
timestamp = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/JainiRZLBCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MelibariPDT16,
author = {Mazen Melibari and
Pascal Poupart and
Prashant Doshi and
George Trimponias},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Dynamic Sum Product Networks for Tractable Inference on Sequence Data},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {345--355},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/melibari16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MelibariPDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sat/LiangGPC16,
author = {Jia Hui Liang and
Vijay Ganesh and
Pascal Poupart and
Krzysztof Czarnecki},
editor = {Nadia Creignou and
Daniel Le Berre},
title = {Learning Rate Based Branching Heuristic for {SAT} Solvers},
booktitle = {Theory and Applications of Satisfiability Testing - {SAT} 2016 - 19th
International Conference, Bordeaux, France, July 5-8, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9710},
pages = {123--140},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40970-2\_9},
doi = {10.1007/978-3-319-40970-2\_9},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sat/LiangGPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/WangP16,
author = {Hujie Wang and
Pascal Poupart},
editor = {Steven Bethard and
Daniel M. Cer and
Marine Carpuat and
David Jurgens and
Preslav Nakov and
Torsten Zesch},
title = {Overfitting at SemEval-2016 Task 3: Detecting Semantically Similar
Questions in Community Question Answering Forums with Word Embeddings},
booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016},
pages = {861--865},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/s16-1133},
doi = {10.18653/V1/S16-1133},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/WangP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoP16,
author = {Han Zhao and
Pascal Poupart and
Geoffrey J. Gordon},
title = {A Unified Approach for Learning the Parameters of Sum-Product Networks},
journal = {CoRR},
volume = {abs/1601.00318},
year = {2016},
url = {http://arxiv.org/abs/1601.00318},
eprinttype = {arXiv},
eprint = {1601.00318},
timestamp = {Mon, 27 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhaoP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainiP16,
author = {Priyank Jaini and
Pascal Poupart},
title = {Online and Distributed learning of Gaussian mixture models by Bayesian
Moment Matching},
journal = {CoRR},
volume = {abs/1609.05881},
year = {2016},
url = {http://arxiv.org/abs/1609.05881},
eprinttype = {arXiv},
eprint = {1609.05881},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainiP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuPX16,
author = {Wenchao Du and
Pascal Poupart and
Wei Xu},
title = {Discovering Conversational Dependencies between Messages in Dialogs},
journal = {CoRR},
volume = {abs/1612.02801},
year = {2016},
url = {http://arxiv.org/abs/1612.02801},
eprinttype = {arXiv},
eprint = {1612.02801},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuPX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AsgharPJL16,
author = {Nabiha Asghar and
Pascal Poupart and
Xin Jiang and
Hang Li},
title = {Online Sequence-to-Sequence Active Learning for Open-Domain Dialogue
Generation},
journal = {CoRR},
volume = {abs/1612.03929},
year = {2016},
url = {http://arxiv.org/abs/1612.03929},
eprinttype = {arXiv},
eprint = {1612.03929},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AsgharPJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GrzesPYH15,
author = {Marek Grzes and
Pascal Poupart and
Xiao Yang and
Jesse Hoey},
title = {Energy Efficient Execution of {POMDP} Policies},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {11},
pages = {2484--2497},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2375817},
doi = {10.1109/TCYB.2014.2375817},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GrzesPYH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoPZL15,
author = {Han Zhao and
Pascal Poupart and
Yongfeng Zhang and
Martin Lysy},
editor = {Blai Bonet and
Sven Koenig},
title = {SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3188--3195},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9594},
doi = {10.1609/AAAI.V29I1.9594},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoPZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PoupartMPKGB15,
author = {Pascal Poupart and
Aarti Malhotra and
Pei Pei and
Kee{-}Eung Kim and
Bongseok Goh and
Michael Bowling},
editor = {Blai Bonet and
Sven Koenig},
title = {Approximate Linear Programming for Constrained Partially Observable
Markov Decision Processes},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3342--3348},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9655},
doi = {10.1609/AAAI.V29I1.9655},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PoupartMPKGB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GrzesP15,
author = {Marek Grzes and
Pascal Poupart},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Incremental Policy Iteration with Guaranteed Escape from Local Optima
in {POMDP} Planning},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1249--1257},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773311},
timestamp = {Tue, 08 Mar 2022 10:12:47 +0100},
biburl = {https://dblp.org/rec/conf/atal/GrzesP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoMP15,
author = {Han Zhao and
Mazen Melibari and
Pascal Poupart},
editor = {Francis R. Bach and
David M. Blei},
title = {On the Relationship between Sum-Product Networks and Bayesian Networks},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {116--124},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaoc15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhaoLP15,
author = {Han Zhao and
Zhengdong Lu and
Pascal Poupart},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Self-Adaptive Hierarchical Sentence Model},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {4069--4076},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/571},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhaoLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/Poupart15,
author = {Pascal Poupart},
title = {Think fast - resource constrained reasoning and planning under uncertainty},
booktitle = {Conference on Technologies and Applications of Artificial Intelligence,
{TAAI} 2015, Tainan, Taiwan, November 20-22, 2015},
pages = {30},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/TAAI.2015.7407051},
doi = {10.1109/TAAI.2015.7407051},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/taai/Poupart15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoMP15,
author = {Han Zhao and
Mazen Melibari and
Pascal Poupart},
title = {On the Relationship between Sum-Product Networks and Bayesian Networks},
journal = {CoRR},
volume = {abs/1501.01239},
year = {2015},
url = {http://arxiv.org/abs/1501.01239},
eprinttype = {arXiv},
eprint = {1501.01239},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhaoMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoLP15,
author = {Han Zhao and
Zhengdong Lu and
Pascal Poupart},
title = {Self-Adaptive Hierarchical Sentence Model},
journal = {CoRR},
volume = {abs/1504.05070},
year = {2015},
url = {http://arxiv.org/abs/1504.05070},
eprinttype = {arXiv},
eprint = {1504.05070},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhaoLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MelibariPD15,
author = {Mazen Melibari and
Pascal Poupart and
Prashant Doshi},
title = {Dynamic Sum Product Networks for Tractable Inference on Sequence Data},
journal = {CoRR},
volume = {abs/1511.04412},
year = {2015},
url = {http://arxiv.org/abs/1511.04412},
eprinttype = {arXiv},
eprint = {1511.04412},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MelibariPD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KiselevP14,
author = {Igor Kiselev and
Pascal Poupart},
editor = {Carla E. Brodley and
Peter Stone},
title = {A Novel Single-DBN Generative Model for Optimizing {POMDP} Controllers
by Probabilistic Inference},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {3112--3113},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9100},
doi = {10.1609/AAAI.V28I1.9100},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KiselevP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GrzesP14,
author = {Marek Grzes and
Pascal Poupart},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {{POMDP} planning and execution in an augmented space},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {757--764},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615853},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/GrzesP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KiselevP14,
author = {Igor Kiselev and
Pascal Poupart},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Policy optimization by marginal-map probabilistic inference in generative
models},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1611--1612},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616087},
timestamp = {Thu, 25 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/KiselevP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002PB14,
author = {Wei Li and
Pascal Poupart and
Peter van Beek},
title = {Exploiting Structure in Weighted Model Counting Approaches to Probabilistic
Inference},
journal = {CoRR},
volume = {abs/1401.3886},
year = {2014},
url = {http://arxiv.org/abs/1401.3886},
eprinttype = {arXiv},
eprint = {1401.3886},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002PB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoP14,
author = {Han Zhao and
Pascal Poupart},
title = {A Sober Look at Spectral Learning},
journal = {CoRR},
volume = {abs/1406.4631},
year = {2014},
url = {http://arxiv.org/abs/1406.4631},
eprinttype = {arXiv},
eprint = {1406.4631},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhaoP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aldt/GrzesPH13,
author = {Marek Grzes and
Pascal Poupart and
Jesse Hoey},
editor = {Patrice Perny and
Marc Pirlot and
Alexis Tsouki{\`{a}}s},
title = {Controller Compilation and Compression for Resource Constrained Applications},
booktitle = {Algorithmic Decision Theory - Third International Conference, {ADT}
2013, Bruxelles, Belgium, November 12-14, 2013, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8176},
pages = {193--207},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41575-3\_15},
doi = {10.1007/978-3-642-41575-3\_15},
timestamp = {Mon, 03 Jan 2022 22:21:02 +0100},
biburl = {https://dblp.org/rec/conf/aldt/GrzesPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AbbasnejadSBP13,
author = {Ehsan Abbasnejad and
Scott Sanner and
Edwin V. Bonilla and
Pascal Poupart},
editor = {Francesca Rossi},
title = {Learning Community-Based Preferences via Dirichlet Process Mixtures
of Gaussian Processes},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1213--1219},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6766},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/AbbasnejadSBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GrzesPH13,
author = {Marek Grzes and
Pascal Poupart and
Jesse Hoey},
editor = {Francesca Rossi},
title = {Isomorph-Free Branch and Bound Search for Finite State Controllers},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2282--2290},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6954},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GrzesPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhanPA13,
author = {Omar Zia Khan and
Pascal Poupart and
John Mark Agosta},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Iterative Model Refinement of Recommender MDPs Based on Expert Feedback},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {162--177},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_11},
doi = {10.1007/978-3-642-40988-2\_11},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KhanPA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2304,
author = {Pascal Poupart and
Craig Boutilier},
title = {Vector-space Analysis of Belief-state Approximation for POMDPs},
journal = {CoRR},
volume = {abs/1301.2304},
year = {2013},
url = {http://arxiv.org/abs/1301.2304},
eprinttype = {arXiv},
eprint = {1301.2304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2305,
author = {Pascal Poupart and
Luis E. Ortiz and
Craig Boutilier},
title = {Value-Directed Sampling Methods for POMDPs},
journal = {CoRR},
volume = {abs/1301.2305},
year = {2013},
url = {http://arxiv.org/abs/1301.2305},
eprinttype = {arXiv},
eprint = {1301.2305},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3887,
author = {Pascal Poupart and
Craig Boutilier},
title = {Value-Directed Belief State Approximation for POMDPs},
journal = {CoRR},
volume = {abs/1301.3887},
year = {2013},
url = {http://arxiv.org/abs/1301.3887},
eprinttype = {arXiv},
eprint = {1301.3887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WilliamsYCLPPPY12,
author = {Jason D. Williams and
Kai Yu and
Brahim Chaib{-}draa and
Oliver Lemon and
Roberto Pieraccini and
Olivier Pietquin and
Pascal Poupart and
Steve J. Young},
title = {Introduction to the Issue on Advances in Spoken Dialogue Systems and
Mobile Interface},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {6},
number = {8},
pages = {889--890},
year = {2012},
url = {https://doi.org/10.1109/JSTSP.2012.2234401},
doi = {10.1109/JSTSP.2012.2234401},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/WilliamsYCLPPPY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/HoeyBPOMM12,
author = {Jesse Hoey and
Craig Boutilier and
Pascal Poupart and
Patrick Olivier and
Andrew Monk and
Alex Mihailidis},
title = {People, sensors, decisions: Customizable and adaptive technologies
for assistance in healthcare},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {2},
number = {4},
pages = {20:1--20:36},
year = {2012},
url = {https://doi.org/10.1145/2395123.2395125},
doi = {10.1145/2395123.2395125},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/HoeyBPOMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TayalPL12,
author = {Aditya Tayal and
Pascal Poupart and
Yuying Li},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Hierarchical Double Dirichlet Process Mixture of Gaussian Processes},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1126--1133},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8309},
doi = {10.1609/AAAI.V26I1.8309},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TayalPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AbdelmaseehPSS12,
author = {Meena Abdelmaseeh and
Pascal Poupart and
Benn Smith and
Daniel W. Stashuk},
title = {Muscle Categorization Using Quantitative Needle Electromyography:
{A} 2-Stage Gaussian Mixture Model Based Approach},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {548--553},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.100},
doi = {10.1109/ICMLA.2012.100},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AbdelmaseehPSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZamaniSPK12,
author = {Zahra Zamani and
Scott Sanner and
Pascal Poupart and
Kristian Kersting},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Symbolic Dynamic Programming for Continuous State and Observation
POMDPs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1403--1411},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/2dea61eed4bceec564a00115c4d21334-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZamaniSPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimKP12,
author = {Dongho Kim and
Kee{-}Eung Kim and
Pascal Poupart},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Cost-Sensitive Exploration in Bayesian Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {3077--3085},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/6d9c547cf146054a5a720606a7694467-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KimKP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/VlassisGMP12,
author = {Nikos Vlassis and
Mohammad Ghavamzadeh and
Shie Mannor and
Pascal Poupart},
editor = {Marco A. Wiering and
Martijn van Otterlo},
title = {Bayesian Reinforcement Learning},
booktitle = {Reinforcement Learning},
series = {Adaptation, Learning, and Optimization},
volume = {12},
pages = {359--386},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-27645-3\_11},
doi = {10.1007/978-3-642-27645-3\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/12/VlassisGMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3500,
author = {Farheen Omar and
Mathieu Sinn and
Jakub Truszkowski and
Pascal Poupart and
James Yungjen Tung and
Allen Caine},
title = {Comparative Analysis of Probabilistic Models for Activity Recognition
with an Instrumented Walker},
journal = {CoRR},
volume = {abs/1203.3500},
year = {2012},
url = {http://arxiv.org/abs/1203.3500},
eprinttype = {arXiv},
eprint = {1203.3500},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3291,
author = {Marc Toussaint and
Laurent Charlin and
Pascal Poupart},
title = {Hierarchical {POMDP} Controller Optimization by Likelihood Maximization},
journal = {CoRR},
volume = {abs/1206.3291},
year = {2012},
url = {http://arxiv.org/abs/1206.3291},
eprinttype = {arXiv},
eprint = {1206.3291},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/0002PB11,
author = {Wei Li and
Pascal Poupart and
Peter van Beek},
title = {Exploiting Structure in Weighted Model Counting Approaches to Probabilistic
Inference},
journal = {J. Artif. Intell. Res.},
volume = {40},
pages = {729--765},
year = {2011},
url = {https://doi.org/10.1613/jair.3232},
doi = {10.1613/JAIR.3232},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/0002PB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/TungSWHSRP11,
author = {James Yungjen Tung and
Jonathan F. L. Semple and
Wei X. Woo and
Wei{-}Shou Hsu and
Mathieu Sinn and
Eric A. Roy and
Pascal Poupart},
title = {Ambulatory Assessment of Lifestyle Factors for Alzheimer's Disease
and Related Dementias},
booktitle = {Computational Physiology, Papers from the 2011 {AAAI} Spring Symposium,
Technical Report SS-11-04, Stanford, California, USA, March 21-23,
2011},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2481},
timestamp = {Mon, 13 Feb 2012 17:06:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/TungSWHSRP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/PoupartKK11,
author = {Pascal Poupart and
Kee{-}Eung Kim and
Dongho Kim},
editor = {Fahiem Bacchus and
Carmel Domshlak and
Stefan Edelkamp and
Malte Helmert},
title = {Closing the Gap: Improved Bounds on Optimal {POMDP} Solutions},
booktitle = {Proceedings of the 21st International Conference on Automated Planning
and Scheduling, {ICAPS} 2011, Freiburg, Germany June 11-16, 2011},
publisher = {{AAAI}},
year = {2011},
url = {http://aaai.org/ocs/index.php/ICAPS/ICAPS11/paper/view/2702},
timestamp = {Tue, 28 Jun 2011 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/aips/PoupartKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SinnP11,
author = {Mathieu Sinn and
Pascal Poupart},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Smart walkers!: enhancing the mobility of the elderly},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1133--1134},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034454\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/SinnP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PoupartLT11,
author = {Pascal Poupart and
Tobias Lang and
Marc Toussaint},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Escaping local optima in {POMDP} planning as inference},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1263--1264},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034517\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Mon, 15 Dec 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/PoupartLT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuHTFHP11,
author = {Richard Zhi{-}Ling Hu and
Adam Hartfiel and
James Yungjen Tung and
Adel H. Fakih and
Jesse Hoey and
Pascal Poupart},
title = {3D Pose tracking of walker users' lower limb with a structured-light
camera on a moving platform},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2011, Colorado Springs, CO, USA, 20-25 June, 2011},
pages = {29--36},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPRW.2011.5981732},
doi = {10.1109/CVPRW.2011.5981732},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HuHTFHP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/SheikhMKAPT11,
author = {Muhammad Bilal Sheikh and
Umar Farooq Minhas and
Omar Zia Khan and
Ashraf Aboulnaga and
Pascal Poupart and
David J. Taylor},
editor = {Hartmut Schmeck and
Wolfgang Rosenstiel and
Tarek F. Abdelzaher and
Joseph L. Hellerstein},
title = {A bayesian approach to online performance modeling for database appliances
using gaussian models},
booktitle = {Proceedings of the 8th International Conference on Autonomic Computing,
{ICAC} 2011, Karlsruhe, Germany, June 14-18, 2011},
pages = {121--130},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1998582.1998603},
doi = {10.1145/1998582.1998603},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icac/SheikhMKAPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SinnP11,
author = {Mathieu Sinn and
Pascal Poupart},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Error Bounds for Online Predictions of Linear-Chain Conditional Random
Fields: Application to Activity Recognition for Users of Rolling Walkers},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 2: Special Sessions and Workshop},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.64},
doi = {10.1109/ICMLA.2011.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/SinnP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GoetschalckxPH11,
author = {Robby Goetschalckx and
Pascal Poupart and
Jesse Hoey},
editor = {Toby Walsh},
title = {Continuous Correlated Beta Processes},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1269--1274},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-215},
doi = {10.5591/978-1-57735-516-8/IJCAI11-215},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GoetschalckxPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KimLKP11,
author = {Dongho Kim and
Jaesong Lee and
Kee{-}Eung Kim and
Pascal Poupart},
editor = {Toby Walsh},
title = {Point-Based Value Iteration for Constrained POMDPs},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1968--1974},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-329},
doi = {10.5591/978-1-57735-516-8/IJCAI11-329},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KimLKP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KhanPA11,
author = {Omar Zia Khan and
Pascal Poupart and
John Mark Agosta},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Automated Refinement of Bayes Networks' Parameters based on Test Ordering
Constraints},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2591--2599},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/28fc2782ea7ef51c1104ccf7b9bea13d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KhanPA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PoupartLT11,
author = {Pascal Poupart and
Tobias Lang and
Marc Toussaint},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Analyzing and Escaping Local Optima in Planning as Inference for Partially
Observable Domains},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {613--628},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_39},
doi = {10.1007/978-3-642-23783-6\_39},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PoupartLT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SinnP11,
author = {Mathieu Sinn and
Pascal Poupart},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Asymptotic Theory for Linear-Chain Conditional Random Fields},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {679--687},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/sinn11a/sinn11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SinnP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/HoeyPBCBM10,
author = {Jesse Hoey and
Pascal Poupart and
Axel von Bertoldi and
Tammy Craig and
Craig Boutilier and
Alex Mihailidis},
title = {Automated handwashing assistance for persons with dementia using video
and a partially observable Markov decision process},
journal = {Comput. Vis. Image Underst.},
volume = {114},
number = {5},
pages = {503--519},
year = {2010},
url = {https://doi.org/10.1016/j.cviu.2009.06.008},
doi = {10.1016/J.CVIU.2009.06.008},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/HoeyPBCBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/OmarSTPTC10,
author = {Farheen Omar and
Mathieu Sinn and
Jakub Truszkowski and
Pascal Poupart and
James Yungjen Tung and
Allen Caine},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Comparative Analysis of Probabilistic Models for Activity Recognition
with an Instrumented Walker},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {392--400},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2152\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/OmarSTPTC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Poupart10,
author = {Pascal Poupart},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Bayesian Reinforcement Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {90--93},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_67},
doi = {10.1007/978-0-387-30164-8\_67},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Poupart10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Poupart10a,
author = {Pascal Poupart},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Partially Observable Markov Decision Processes},
booktitle = {Encyclopedia of Machine Learning},
pages = {754--760},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_629},
doi = {10.1007/978-0-387-30164-8\_629},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Poupart10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BunescuCCCCDDDFGGGHJJKKKLLMMMMPPRRSSSATWSWZ09,
author = {Razvan C. Bunescu and
Vitor R. Carvalho and
Jan Chomicki and
Vincent Conitzer and
Michael T. Cox and
Virginia Dignum and
Zachary Dodds and
Mark Dredze and
David Furcy and
Evgeniy Gabrilovich and
Mehmet H. G{\"{o}}ker and
Hans W. Guesgen and
Haym Hirsh and
Dietmar Jannach and
Ulrich Junker and
Wolfgang Ketter and
Alfred Kobsa and
Sven Koenig and
Tessa A. Lau and
Lundy Lewis and
Eric T. Matson and
Ted Metzler and
Rada Mihalcea and
Bamshad Mobasher and
Joelle Pineau and
Pascal Poupart and
Anita Raja and
Wheeler Ruml and
Norman M. Sadeh and
Guy Shani and
Daniel G. Shapiro and
Sarabjot Singh Anand and
Matthew E. Taylor and
Kiri Wagstaff and
Trey Smith and
William E. Walsh and
Rong Zhou},
title = {{AAAI} 2008 Workshop Reports},
journal = {{AI} Mag.},
volume = {30},
number = {1},
pages = {108--118},
year = {2009},
url = {https://doi.org/10.1609/aimag.v30i1.2196},
doi = {10.1609/AIMAG.V30I1.2196},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/BunescuCCCCDDDFGGGHJJKKKLLMMMMPPRRSSSATWSWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/KhanPB09,
author = {Omar Zia Khan and
Pascal Poupart and
James P. Black},
editor = {Alfonso Gerevini and
Adele E. Howe and
Amedeo Cesta and
Ioannis Refanidis},
title = {Minimal Sufficient Explanations for Factored Markov Decision Processes},
booktitle = {Proceedings of the 19th International Conference on Automated Planning
and Scheduling, {ICAPS} 2009, Thessaloniki, Greece, September 19-23,
2009},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICAPS/ICAPS09/paper/view/726},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/KhanPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/NgFFPZ09,
author = {Samantha Ng and
Adel H. Fakih and
Adam Fourney and
Pascal Poupart and
John S. Zelek},
title = {Probabilistic 3D Tracking: Rollator Users' Leg Pose from Coronal Images},
booktitle = {Sixth Canadian Conference on Computer and Robot Vision, {CRV} 2009,
Kelowna, British Columbia, Canada, May 25-27, 2009},
pages = {53--60},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CRV.2009.45},
doi = {10.1109/CRV.2009.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/NgFFPZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/exact/KhanPB09,
author = {Omar Zia Khan and
Pascal Poupart and
James P. Black},
editor = {Thomas Roth{-}Berghofer and
Nava Tintarev and
David B. Leake},
title = {Minimal Sufficient Explanations for MDPs},
booktitle = {Explanation-aware Computing, Papers from the 2009 {IJCAI} Workshop,
Pasadena, California , USA, July 11-12, 2009},
pages = {48--59},
year = {2009},
timestamp = {Fri, 15 Jan 2010 12:31:11 +0100},
biburl = {https://dblp.org/rec/conf/exact/KhanPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiPB08,
author = {Wei Li and
Pascal Poupart and
Peter van Beek},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Exploiting Causal Independence Using Weighted Model Counting},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {337--343},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-053.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiPB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/ShaniPBS08,
author = {Guy Shani and
Pascal Poupart and
Ronen I. Brafman and
Solomon Eyal Shimony},
editor = {Jussi Rintanen and
Bernhard Nebel and
J. Christopher Beck and
Eric A. Hansen},
title = {Efficient {ADD} Operations for Point-Based Algorithms},
booktitle = {Proceedings of the Eighteenth International Conference on Automated
Planning and Scheduling, {ICAPS} 2008, Sydney, Australia, September
14-18, 2008},
pages = {330--337},
publisher = {{AAAI}},
year = {2008},
url = {http://www.aaai.org/Library/ICAPS/2008/icaps08-041.php},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/ShaniPBS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/exact/KhanPB08,
author = {Omar Zia Khan and
Pascal Poupart and
James P. Black},
editor = {Thomas Roth{-}Berghofer and
Stefan Schulz and
David B. Leake and
Daniel Bahls},
title = {Explaining recommendations generated by MDPs},
booktitle = {Explanation-aware Computing, Papers from the 2008 {ECAI} Workshop,
Patras, Greece, July 21-22, 2008. University of Patras},
pages = {13--24},
year = {2008},
timestamp = {Thu, 22 Nov 2018 12:15:59 +0100},
biburl = {https://dblp.org/rec/conf/exact/KhanPB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/PoupartV08,
author = {Pascal Poupart and
Nikos Vlassis},
title = {Model-based Bayesian Reinforcement Learning in Partially Observable
Domains},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/SS3-ActiveLearning/isaim08-poupart.pdf},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isaim/PoupartV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ToussaintCP08,
author = {Marc Toussaint and
Laurent Charlin and
Pascal Poupart},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Hierarchical {POMDP} Controller Optimization by Likelihood Maximization},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {562--570},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1332\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ToussaintCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/ParkLPT08,
author = {Taehyun Park and
Edward Lank and
Pascal Poupart and
Michael A. Terry},
editor = {Steve B. Cousins and
Michel Beaudouin{-}Lafon},
title = {Is the sky pure today? AwkChecker: an assistive tool for detecting
and correcting collocation errors},
booktitle = {Proceedings of the 21st Annual {ACM} Symposium on User Interface Software
and Technology, Monterey, CA, USA, October 19-22, 2008},
pages = {121--130},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1449715.1449736},
doi = {10.1145/1449715.1449736},
timestamp = {Tue, 06 Nov 2018 16:58:07 +0100},
biburl = {https://dblp.org/rec/conf/uist/ParkLPT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChiuPD07,
author = {Andy Chiu and
Pascal Poupart and
Chrysanne DiMarco},
editor = {Jason Eisner},
title = {Generating Lexical Analogies Using Dependency Relations},
booktitle = {EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical
Methods in Natural Language Processing and Computational Natural Language
Learning, June 28-30, 2007, Prague, Czech Republic},
pages = {561--570},
publisher = {{ACL}},
year = {2007},
url = {https://aclanthology.org/D07-1059/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChiuPD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BoutilierPPS06,
author = {Craig Boutilier and
Relu Patrascu and
Pascal Poupart and
Dale Schuurmans},
title = {Constraint-based optimization and utility elicitation using the minimax
decision criterion},
journal = {Artif. Intell.},
volume = {170},
number = {8-9},
pages = {686--713},
year = {2006},
url = {https://doi.org/10.1016/j.artint.2006.02.003},
doi = {10.1016/J.ARTINT.2006.02.003},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/BoutilierPPS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AchtnerAA06,
author = {Wolfgang Achtner and
Esma A{\"{\i}}meur and
Sarabjot Singh Anand and
Douglas E. Appelt and
Naveen Ashish and
Tiffany Barnes and
Joseph E. Beck and
M. Bernardine Dias and
Prashant Doshi and
Chris Drummond and
William Elazmeh and
Ariel Felner and
Dayne Freitag and
Hector Geffner and
Christopher W. Geib and
Richard Goodwin and
Robert C. Holte and
Frank Hutter and
Fair Isaac and
Nathalie Japkowicz and
Gal A. Kaminka and
Sven Koenig and
Michail G. Lagoudakis and
David B. Leake and
Lundy Lewis and
Hugo Liu and
Ted Metzler and
Rada Mihalcea and
Bamshad Mobasher and
Pascal Poupart and
David V. Pynadath and
Thomas Roth{-}Berghofer and
Wheeler Ruml and
Stefan Schulz and
Sven Schwarz and
Stephanie Seneff and
Amit P. Sheth and
Ron Sun and
Michael Thielscher and
Afzal Upal and
Jason D. Williams and
Steve J. Young and
Dmitry Zelenko},
title = {Reports on the Twenty-First National Conference on Artificial Intelligence
{(AAAI-06)} Workshop Program},
journal = {{AI} Mag.},
volume = {27},
number = {4},
pages = {92--102},
year = {2006},
url = {https://doi.org/10.1609/aimag.v27i4.1912},
doi = {10.1609/AIMAG.V27I4.1912},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AchtnerAA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PortaVSP06,
author = {Josep M. Porta and
Nikos Vlassis and
Matthijs T. J. Spaan and
Pascal Poupart},
title = {Point-Based Value Iteration for Continuous POMDPs},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {2329--2367},
year = {2006},
url = {http://jmlr.org/papers/v7/porta06a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PortaVSP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/BogerHPBFM06,
author = {Jennifer Boger and
Jesse Hoey and
Pascal Poupart and
Craig Boutilier and
Geoff R. Fernie and
Alex Mihailidis},
title = {A Planning System Based on Markov Decision Processes to Guide People
With Dementia Through Activities of Daily Living},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {10},
number = {2},
pages = {323--333},
year = {2006},
url = {https://doi.org/10.1109/TITB.2006.864480},
doi = {10.1109/TITB.2006.864480},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/BogerHPBFM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiBP06,
author = {Wei Li and
Peter van Beek and
Pascal Poupart},
title = {Performing Incremental Bayesian Inference by Dynamic Model Counting},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1173--1179},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-184.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiBP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ReganPC06,
author = {Kevin Regan and
Pascal Poupart and
Robin Cohen},
title = {Bayesian Reputation Modeling in E-Marketplaces Sensitive to Subjectivity,
Deception and Change},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1206--1212},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-189.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ReganPC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangPBS06,
author = {Tao Wang and
Pascal Poupart and
Michael H. Bowling and
Dale Schuurmans},
title = {Compact, Convex Upper Bound Iteration for Approximate {POMDP} Planning},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1245--1252},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-195.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangPBS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoupartVHR06,
author = {Pascal Poupart and
Nikos Vlassis and
Jesse Hoey and
Kevin Regan},
editor = {William W. Cohen and
Andrew W. Moore},
title = {An analytic solution to discrete Bayesian reinforcement learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {697--704},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143932},
doi = {10.1145/1143844.1143932},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PoupartVHR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CharlinPS06,
author = {Laurent Charlin and
Pascal Poupart and
Romy Shioda},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Automated Hierarchy Discovery for Planning in Partially Observable
Environments},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {225--232},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/62da8c91ce7b10846231921795d6059e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CharlinPS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Poupart05,
author = {Pascal Poupart},
title = {Exploiting structure to efficiently solve large scale partially observable
Markov decision processes},
school = {University of Toronto, Canada},
year = {2005},
url = {https://librarysearch.library.utoronto.ca/permalink/01UTORONTO\_INST/14bjeso/alma991106619319006196},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Poupart05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/HoeyPBM05,
author = {Jesse Hoey and
Pascal Poupart and
Craig Boutilier and
Alex Mihailidis},
editor = {Timothy W. Bickmore},
title = {{POMDP} Models for Assistive Technology},
booktitle = {Caring Machines: {AI} in Eldercare, Papers from the 2005 {AAAI} Fall
Symposium, Arlington, Virginia, USA, November 4-6, 2005},
series = {{AAAI} Technical Report},
volume = {{FS-05-02}},
pages = {51--58},
publisher = {{AAAI} Press},
year = {2005},
url = {https://www.aaai.org/Library/Symposia/Fall/2005/fs05-02-009.php},
timestamp = {Mon, 10 Dec 2018 11:06:51 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/HoeyPBM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BoutilierPPS05,
author = {Craig Boutilier and
Relu Patrascu and
Pascal Poupart and
Dale Schuurmans},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Regret-based Utility Elicitation in Constraint-based Decision Problems},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {929--934},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/0398.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BoutilierPPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BogerPHBFM05,
author = {Jennifer Boger and
Pascal Poupart and
Jesse Hoey and
Craig Boutilier and
Geoff R. Fernie and
Alex Mihailidis},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {A Decision-Theoretic Approach to Task Assistance for Persons with
Dementia},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1293--1299},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1186.pdf},
timestamp = {Sun, 22 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/BogerPHBFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HoeyP05,
author = {Jesse Hoey and
Pascal Poupart},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Solving POMDPs with Continuous or Large Discrete Observation Spaces},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1332--1338},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1376.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HoeyP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/ReganCP05,
author = {Kevin Regan and
Robin Cohen and
Pascal Poupart},
title = {The Advisor-POMDP: {A} Principled Approach to Trust through Reputation
in Electronic Markets},
booktitle = {Third Annual Conference on Privacy, Security and Trust, October 12-14,
2005, The Fairmont Algonquin, St. Andrews, New Brunswick, Canada,
Proceedings},
year = {2005},
url = {http://www.lib.unb.ca/Texts/PST/2005/pdf/regan.pdf},
timestamp = {Thu, 18 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pst/ReganCP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/WilliamsPY05,
author = {Jason D. Williams and
Pascal Poupart and
Steve J. Young},
editor = {Laila Dybkj{\ae}r and
Wolfgang Minker},
title = {Partially Observable Markov Decision Processes with Continuous Observations
for Dialogue Management},
booktitle = {Proceedings of the 6th SIGdial Workshop on Discourse and Dialogue,
SIGdial 2005, Lisbon, Portugal, 2-3 September 2005},
pages = {25--34},
publisher = {Special Interest Group on Discourse and Dialogue (SIGdial)},
year = {2005},
url = {https://aclanthology.org/2005.sigdial-1.4/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/WilliamsPY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PoupartB04,
author = {Pascal Poupart and
Craig Boutilier},
title = {{VDCBPI:} an Approximate Scalable Algorithm for Large POMDPs},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1081--1088},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/81c2f886f91e18fe16d6f4e865877cb6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PoupartB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/BoutilierPPS03,
author = {Craig Boutilier and
Relu Patrascu and
Pascal Poupart and
Dale Schuurmans},
editor = {Francesca Rossi},
title = {Constraint-Based Optimization with the Minimax Decision Criterion},
booktitle = {Principles and Practice of Constraint Programming - {CP} 2003, 9th
International Conference, {CP} 2003, Kinsale, Ireland, September 29
- October 3, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2833},
pages = {168--182},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45193-8\_12},
doi = {10.1007/978-3-540-45193-8\_12},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/cp/BoutilierPPS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PoupartB03,
author = {Pascal Poupart and
Craig Boutilier},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Bounded Finite State Controllers},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {823--830},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/4c5bcfec8584af0d967f1ab10179ca4b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PoupartB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PatrascuPSBG02,
author = {Relu Patrascu and
Pascal Poupart and
Dale Schuurmans and
Craig Boutilier and
Carlos Guestrin},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Greedy Linear Value-Approximation for Factored Markov Decision Processes},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {285--291},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-044.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PatrascuPSBG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PoupartBPS02,
author = {Pascal Poupart and
Craig Boutilier and
Relu Patrascu and
Dale Schuurmans},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Piecewise Linear Value Function Approximation for Factored MDPs},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {292--299},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-045.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PoupartBPS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PoupartB02,
author = {Pascal Poupart and
Craig Boutilier},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Value-Directed Compression of POMDPs},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1547--1554},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/14ea0d5b0cf49525d1866cb1e95ada5d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PoupartB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PoupartB01,
author = {Pascal Poupart and
Craig Boutilier},
editor = {Jack S. Breese and
Daphne Koller},
title = {Vector-space Analysis of Belief-state Approximation for POMDPs},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {445--452},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=130\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PoupartB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PoupartOB01,
author = {Pascal Poupart and
Luis E. Ortiz and
Craig Boutilier},
editor = {Jack S. Breese and
Daphne Koller},
title = {Value-Directed Sampling Methods for POMDPs},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {453--461},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=131\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PoupartOB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PoupartB00,
author = {Pascal Poupart and
Craig Boutilier},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {Value-Directed Belief State Approximation for POMDPs},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {497--506},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=58\&\#38;proceeding\_id=16},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PoupartB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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