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Poster
Tue 14:00 The Base Measure Problem and its Solution
Alexey Radul · Boris Alexeev
Poster
Tue 14:00 Counterfactual Representation Learning with Balancing Weights
Serge Assaad · Shuxi Zeng · Chenyang Tao · Shounak Datta · Nikhil Mehta · Ricardo Henao · Fan Li · Lawrence Carin Duke
Poster
Wed 6:00 On the Effect of Auxiliary Tasks on Representation Dynamics
Clare Lyle · Mark Rowland · Georg Ostrovski · Will Dabney
Poster
Wed 12:45 Learning Smooth and Fair Representations
Xavier Gitiaux · Huzefa Rangwala
Poster
Wed 12:45 Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning
Zhengqing Zhou · Qinxun Bai · Zhengyuan Zhou · Linhai Qiu · Jose Blanchet · Peter Glynn
Poster
Wed 12:45 Fast and Smooth Interpolation on Wasserstein Space
Sinho Chewi · Julien Clancy · Thibaut Le Gouic · Philippe Rigollet · George Stepaniants · Austin Stromme
Poster
Wed 12:45 CLAR: Contrastive Learning of Auditory Representations
Haider Al-Tahan · Yalda Mohsenzadeh
Poster
Thu 7:30 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices
Valerii Likhosherstov · Jared Davis · Krzysztof Choromanski · Adrian Weller
Poster
Thu 7:30 Learning Matching Representations for Individualized Organ Transplantation Allocation
Can Xu · Ahmed Alaa · Ioana Bica · Brent Ershoff · Maxime Cannesson · Mihaela van der Schaar
Oral
Thu 12:15 Learning Smooth and Fair Representations
Xavier Gitiaux · Huzefa Rangwala