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79 !
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Mon, 8/9/2021,
10:00 AM -
11:50 AM
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Virtual
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Measure Transportation-Based Statistical Inference — Topic-Contributed Papers
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IMS, Section on Nonparametric Statistics, Section on Statistical Learning and Data Science
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Organizer(s): Fang Han, University of Washington
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Chair(s): Fang Han, University of Washington
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10:05 AM
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Fully Distribution-Free Center-Outward Rank Tests for Multiple-Output Regression and MANOVA
Marc Hallin, Université libre de Bruxelles
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10:25 AM
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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
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10:45 AM
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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
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11:05 AM
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Optimal Transport for Fairness in Machine Learning
jean michel loubes, University of Toulouse
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11:25 AM
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Consistent Estimation of Optimal Transport Plans
Johan Segers, UCLouvain
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11:45 AM
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Floor Discussion
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