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63 Mon, 8/9/2021, 10:00 AM - 11:50 AM Virtual
Inference and Interpretability in a Model-Free Setting — Invited Papers
IMS
Organizer(s): Rina Foygel Barber, University of Chicago
Chair(s): Rina Foygel Barber, University of Chicago
10:05 AM Cross-Validation Confidence Intervals for Test Error
Lester Mackey, Microsoft Research New England; Pierre Bayle, Princeton University; Alexandre Bayle, Harvard University; Lucas Janson, Harvard University
10:30 AM A Distribution-Free Test of Covariate Shift Using Conformal Prediction
Jing Lei, Carnegie Mellon University; Xiaoyu Hu, Peking University
10:55 AM A Simple Measure of Conditional Dependence
Mona Azadkia, ETH ; Sourav Chatterjee, Stanford University
11:20 AM Interpreting deep neural networks in a transformed domain
Wooseok Ha, UC Berkeley
11:45 AM Floor Discussion