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Spotlight
Tue 17:30 From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
Julien Perolat, Remi Munos, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Mark Rowland, Pedro Ortega, Neil Burch, Thomas Anthony, David Balduzzi, Bart De Vylder, Georgios Piliouras, Marc Lanctot, Karl Tuyls
Poster
Tue 21:00 From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
Julien Perolat, Remi Munos, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Mark Rowland, Pedro Ortega, Neil Burch, Thomas Anthony, David Balduzzi, Bart De Vylder, Georgios Piliouras, Marc Lanctot, Karl Tuyls
Oral
Wed 18:00 RATT: Leveraging Unlabeled Data to Guarantee Generalization
Saurabh Garg, Sivaraman Balakrishnan, Zico Kolter, Zachary Lipton
Poster
Wed 21:00 RATT: Leveraging Unlabeled Data to Guarantee Generalization
Saurabh Garg, Sivaraman Balakrishnan, Zico Kolter, Zachary Lipton
Spotlight
Thu 5:20 DAGs with No Curl: An Efficient DAG Structure Learning Approach
Yue Yu, Tian Gao, Naiyu Yin, Qiang Ji
Spotlight
Thu 5:30 Whittle Networks: A Deep Likelihood Model for Time Series
Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
Spotlight
Thu 6:40 Active Learning of Continuous-time Bayesian Networks through Interventions
Dominik Linzner, Heinz Koeppl
Spotlight
Thu 7:30 Rissanen Data Analysis: Examining Dataset Characteristics via Description Length
Ethan Perez, Douwe Kiela, Kyunghyun Cho
Poster
Thu 9:00 DAGs with No Curl: An Efficient DAG Structure Learning Approach
Yue Yu, Tian Gao, Naiyu Yin, Qiang Ji
Poster
Thu 9:00 Active Learning of Continuous-time Bayesian Networks through Interventions
Dominik Linzner, Heinz Koeppl
Poster
Thu 9:00 Whittle Networks: A Deep Likelihood Model for Time Series
Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
Poster
Thu 9:00 Rissanen Data Analysis: Examining Dataset Characteristics via Description Length
Ethan Perez, Douwe Kiela, Kyunghyun Cho
Oral
Thu 17:00 Probabilistic Generating Circuits
Honghua Zhang, Brendan Juba, Guy Van den Broeck
Oral
Thu 17:00 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics
Arkopal Dutt, Andrey Lokhov, Marc Vuffray, Sidhant Misra
Spotlight
Thu 17:35 Statistical Estimation from Dependent Data
Vardis Kandiros, Yuval Dagan, Nishanth Dikkala, Surbhi Goel, Constantinos Daskalakis
Spotlight
Thu 17:40 Context-Aware Online Collective Inference for Templated Graphical Models
Charles Dickens, Connor Pryor, Eriq Augustine, Alexander Miller, Lise Getoor
Spotlight
Thu 17:40 SG-PALM: a Fast Physically Interpretable Tensor Graphical Model
Yu Wang, Alfred Hero
Oral
Thu 18:00 Integer Programming for Causal Structure Learning in the Presence of Latent Variables
Rui Chen, Sanjeeb Dash, Tian Gao
Spotlight
Thu 18:25 SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
Anshoo Tandon, Aldric Han, Vincent Tan
Spotlight
Thu 18:35 On Recovering from Modeling Errors Using Testing Bayesian Networks
Haiying Huang, Adnan Darwiche
Poster
Thu 21:00 SG-PALM: a Fast Physically Interpretable Tensor Graphical Model
Yu Wang, Alfred Hero
Poster
Thu 21:00 Integer Programming for Causal Structure Learning in the Presence of Latent Variables
Rui Chen, Sanjeeb Dash, Tian Gao
Poster
Thu 21:00 Statistical Estimation from Dependent Data
Vardis Kandiros, Yuval Dagan, Nishanth Dikkala, Surbhi Goel, Constantinos Daskalakis
Poster
Thu 21:00 Probabilistic Generating Circuits
Honghua Zhang, Brendan Juba, Guy Van den Broeck
Poster
Thu 21:00 SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
Anshoo Tandon, Aldric Han, Vincent Tan
Poster
Thu 21:00 Context-Aware Online Collective Inference for Templated Graphical Models
Charles Dickens, Connor Pryor, Eriq Augustine, Alexander Miller, Lise Getoor
Poster
Thu 21:00 On Recovering from Modeling Errors Using Testing Bayesian Networks
Haiying Huang, Adnan Darwiche
Poster
Thu 21:00 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics
Arkopal Dutt, Andrey Lokhov, Marc Vuffray, Sidhant Misra
Workshop
Fri 7:00 Integrating Convolutional Neural Networks and Probabilistic Graphical Models for Epileptic Seizure Detection and Localization
Archana Venkataraman