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Activity Details
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221
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Wed, 8/11/2021,
10:00 AM -
11:50 AM
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Virtual
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Topics on Deep Learning — Invited Papers
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IMS, Section on Statistical Learning and Data Science
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Organizer(s): Xiaotong T Shen, University of Minnesota
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Chair(s): Fei Xue, University of Pennsylvania
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10:05 AM
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Overparametrization in Linear Models, and the Uniform Consistency of Cross-Validation for Ridge Regression
Pratik Patil, Carnegie Mellon University; Ryan Tibshirani, Carnegie Mellon University; Yuting Wei, Carnegie Mellon University; Alessandro Rinaldo, Carnegie Mellon University
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10:35 AM
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Significance Tests for Feature Relevance of a Black-Box Learner
Ben Dai, University of Minnesota; Xiaotong T Shen, University of Minnesota; Wei Pan, University of Minnesota
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11:05 AM
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What Causes the Test Error? Going Beyond Bias-Variance via ANOVA
Edgar Dobriban, University of Pennsylvania
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11:35 AM
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Floor Discussion
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