Publication Joint Multisided Exposure Fairness for Recommendation Bhaskar Mitra, Haolun Wu, Chen Ma, Fernando Diaz, Xue Liu International ACM SIGIR Conference on Research and Development in Information Retrieval | April 2022
Publication Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences Daniel Cohen, Kevin Du, Bhaskar Mitra, Laura Mercurio, Navid Rekabsaz, Carsten Eickhoff International ACM SIGIR Conference on Research and Development in Information Retrieval | April 2022
Publication Responsible Language Technologies: Foreseeing and Mitigating Harms Su Lin Blodgett, Q. Vera Liao, Alexandra Olteanu, Rada Mihalcea, Michael Muller, Morgan Klaus Scheuerman, Chenhao Tan, Qian Yang CHI 2022 | April 2022
Publication Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz International ACM SIGIR Conference on Research and Development in Information Retrieval | April 2022 Access
Publication Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms Romain Laroche, Remi Tachet des Combes AISTATS 2022 | March 2022 Project
Publication ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu Science World | March 2022
Publication One-Shot Learning from a Demonstration with Hierarchical Latent Language Nathaniel Weir, Xingdi Yuan, Marc-Alexandre Côté, Matthew Hausknecht, Romain Laroche, Ida Momennejad, Harm van Seijen, Ben Van Durme March 2022 arXiv | March 2022 Project
Publication Collaborative Exploration and Exploitation in massively Multi-Player Bandits Hiba Dakdouk, Raphaël Féraud, Nadège Varsier, Patrick Maillé, Romain Laroche March 2022 HAL | March 2022
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 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 International Conference on Artificial Intelligence and Statistics | March 2022
Research
Research