Pascal Poupart
Affiliations:- University of Waterloo, ON, Canada
According to our database1,
Pascal Poupart
authored at least 178 papers
between 2000 and 2024.
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Bibliography
2024
A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization.
CoRR, 2024
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
CoRR, 2024
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
CoRR, 2022
CoRR, 2022
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models.
CoRR, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Physics Constrained Flow Neural Network for Short-Timescale Predictions in Data Communications Networks.
CoRR, 2021
NTS-NOTEARS: Learning Nonparametric Temporal DAGs With Time-Series Data and Prior Knowledge.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Prediction by Anticipation: An Action-Conditional Prediction Method based on Interaction Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
Int. J. Approx. Reason., 2020
Discriminative training of feed-forward and recurrent sum-product networks by extended Baum-Welch.
Int. J. Approx. Reason., 2020
CoRR, 2020
CoRR, 2020
Batch norm with entropic regularization turns deterministic autoencoders into generative models.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks.
CoRR, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Advances in Information Retrieval, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2017 - 20th International Conference, Melbourne, VIC, Australia, August 28, 2017
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2017 - 20th International Conference, Melbourne, VIC, Australia, August 28, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Online and Distributed learning of Gaussian mixture models by Bayesian Moment Matching.
CoRR, 2016
CoRR, 2016
Overfitting at SemEval-2016 Task 3: Detecting Semantically Similar Questions in Community Question Answering Forums with Word Embeddings.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2016, 2016
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Online and Distributed Bayesian Moment Matching for Parameter Learning in Sum-Product Networks.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Online Relative Entropy Policy Search using Reproducing Kernel Hilbert Space Embeddings.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Incremental Policy Iteration with Guaranteed Escape from Local Optima in POMDP Planning.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the IJCAI 2013, 2013
Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes.
Proceedings of the IJCAI 2013, 2013
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013
2012
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare.
ACM Trans. Interact. Intell. Syst., 2012
Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface.
IEEE J. Sel. Top. Signal Process., 2012
Proceedings of the 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
Proceedings of the 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
Muscle Categorization Using Quantitative Needle Electromyography: A 2-Stage Gaussian Mixture Model Based Approach.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference.
J. Artif. Intell. Res., 2011
Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable Domains.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints.
Proceedings of the 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, 2011
Proceedings of the IJCAI 2011, 2011
Error Bounds for Online Predictions of Linear-Chain Conditional Random Fields: Application to Activity Recognition for Users of Rolling Walkers.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
A bayesian approach to online performance modeling for database appliances using gaussian models.
Proceedings of the 8th International Conference on Autonomic Computing, 2011
3D Pose tracking of walker users' lower limb with a structured-light camera on a moving platform.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011
Ambulatory Assessment of Lifestyle Factors for Alzheimer's Disease and Related Dementias.
Proceedings of the Computational Physiology, 2011
2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process.
Comput. Vis. Image Underst., 2010
Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker.
Proceedings of the UAI 2010, 2010
2009
Minimal Sufficient Explanations for MDPs.
Proceedings of the Explanation-aware Computing, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009
2008
Is the sky pure today? AwkChecker: an assistive tool for detecting and correcting collocation errors.
Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology, 2008
Proceedings of the UAI 2008, 2008
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008
Explaining recommendations generated by MDPs.
Proceedings of the Explanation-aware Computing, 2008
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the EMNLP-CoNLL 2007, 2007
2006
A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living.
IEEE Trans. Inf. Technol. Biomed., 2006
Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program.
AI Mag., 2006
Constraint-based optimization and utility elicitation using the minimax decision criterion.
Artif. Intell., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Proceedings, 2006
Bayesian Reputation Modeling in E-Marketplaces Sensitive to Subjectivity, Deception and Change.
Proceedings of the Proceedings, 2006
Proceedings of the Proceedings, 2006
2005
Exploiting structure to efficiently solve large scale partially observable Markov decision processes.
PhD thesis, 2005
Partially Observable Markov Decision Processes with Continuous Observations for Dialogue Management.
Proceedings of the 6th SIGdial Workshop on Discourse and Dialogue, 2005
The Advisor-POMDP: A Principled Approach to Trust through Reputation in Electronic Markets.
Proceedings of the Third Annual Conference on Privacy, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Caring Machines: AI in Eldercare, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Principles and Practice of Constraint Programming, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000