Publication Dead-ends and Secure Exploration in Reinforcement Learning Mehdi Fatemi, Shikhar Sharma, Harm van Seijen, Samira Ebrahimi Kahou Proceedings of the 36th International Conference on Machine Learning (ICML) | June 2019 Spotlight Presentation Github
Publication Safe Policy Improvement with Baseline Bootstrapping Romain Laroche, Paul Trichelair, Remi Tachet des Combes International Conference on Machine Learning (ICML) | June 2019 Project
Publication On Learning Invariant Representation for Domain Adaptation Han Zhao, Remi Tachet des Combes, Kun Zhang, Geoff Gordon International Conference on Machine Learning | June 2019
Publication On the Learning Dynamics of Deep Neural Networks Remi Tachet des Combes ICML – Theoretical Physics for Deep Learning Workshop | June 2019
Publication Brief Report: Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikeng Shen, Shawn Tan, Alessandro Sordoni, Aaron Courville ICLR 2019 | May 2019 ICLR 2019 Best Paper Award
Publication Gaps in Information Access in Social Networks Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian The Web Conference 2019 | May 2019
Publication Deep Graph Infomax Petar Veličković, William Fedus, William L. Hamilton, Pietro Liò, Yoshua Bengio, Devon Hjelm ICLR 2019 | May 2019
Publication An Axiomatic Approach to Regularizing Neural Ranking Models Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary Proceedings of the 42nd international ACM SIGIR conference on Research & development in information retrieval | April 2019 Project Project
Publication Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das, Tsendsuren Munkhdalai, Xingdi Yuan, Adam Trischler, Andrew McCallum ICLR 2019 | April 2019 Project
Publication An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva, Alessandro Sordoni, Remi Tachet des Combes, Adam Trischler, Yoshua Bengio, Geoff Gordon ICLR 2019 | April 2019
