Publication On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging Chris Junchi Li, Yaodong Yu, Nicolas Loizou, Gauthier Gidel, Yi Ma, Nicolas Le Roux, Michael I. Jordan 2022 International Conference on Artificial Intelligence and Statistics | March 2022
Publication A general class of surrogate functions for stable and efficient reinforcement learning Sharan Vaswani, Olivier Bachem, Simone Totaro, Robert Müller, Shivam Garg, Matthieu Geist, Marlos C. Machado, Pablo Samuel Castro, Nicolas Le Roux 2022 International Conference on Artificial Intelligence and Statistics | March 2022
Publication Collaborative Exploration and Exploitation in massively Multi-Player Bandits Hiba Dakdouk, Raphaël Féraud, Nadège Varsier, Patrick Maillé, Romain Laroche March 2022
Publication Report on the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021) Chirag Shah, Torsten Suel, Fernando Diaz, Bhaskar Mitra, Bárbara Poblete, Hussein Suleman, Suzan Verberne SIGIR Forum | February 2022, Vol 55(2)
Publication On the Chattering of SARSA with Linear Function Approximation Shangtong Zhang, Romain Laroche, Remi Tachet des Combes February 2022 Project
Publication Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases Shirin SeyedSalehi, Amin Bigdeli, Negar Arabzadeh, Bhaskar Mitra, Morteza Zihayat, Ebrahim Bagheri Proceedings of the 25th International Conference on Extending Database Technology (EDBT) | February 2022
Publication Exposing Query Identification for Search Transparency Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia Biega 2022 The Web Conference | January 2022
Publication MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather Sylwester Klocek, Haiyu Dong, Matthew Dixon, Panashe Kanengoni, Najeeb Kazmi, Pete Luferenko, Zhongjian Lv, Shikhar Sharma, Jonathan Weyn, Siqi Xiang NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning | December 2021
Publication A single gradient step finds adversarial examples on random two-layers neural networks Sébastien Bubeck, Yeshwanth Cherapanamjeri, Gauthier Gidel, Remi Tachet des Combes NeurIPS 2021 | December 2021
Publication Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates Romain Laroche, Remi Tachet des Combes NeurIPS 2021 | December 2021 Project
