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79 ! Mon, 8/9/2021, 10:00 AM - 11:50 AM Virtual
Measure Transportation-Based Statistical Inference — Topic-Contributed Papers
IMS, Section on Nonparametric Statistics, Section on Statistical Learning and Data Science
Organizer(s): Fang Han, University of Washington
Chair(s): Fang Han, University of Washington
10:05 AM Fully Distribution-Free Center-Outward Rank Tests for Multiple-Output Regression and MANOVA
Marc Hallin, Université libre de Bruxelles
10:25 AM Distribution-Free Consistent Independence Tests via Center-Outward Ranks and Signs
Mathias Drton, Technical University of Munich; Marc Hallin, Université libre de Bruxelles; Fang Han, University of Washington; Hongjian Shi, University of Washington
10:45 AM From Smooth Wasserstein Distance to Dual Sobolev Norm: Empirical Approximation and Statistical Applications
Kengo Kato, Cornell University; Ziv Goldfeld, Cornell University; Sloan Nietert, Cornell University
11:05 AM Optimal Transport for Fairness in Machine Learning
jean michel loubes, University of Toulouse
11:25 AM Consistent Estimation of Optimal Transport Plans
Johan Segers, UCLouvain
11:45 AM Floor Discussion