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X-WR-CALNAME:In Defense of Uniform Convergence: Generalization via derandom
 ization with an application to interpolating predictors\, Daniel  Roy and 
 Jeffrey Negrea
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DESCRIPTION:Please register for this event here. Start time subject to chan
 ge In Defense of Uniform Convergence: Generalization via derandomization w
 ith an application to interpolating predictors Jeffrey Negrea\, Gintare Ka
 rolina Dziugaite\, Daniel M. Roy https://arxiv.org/abs/1912.04265 Abstract
 : We propose to study the generalization error of a learned predictor ^h i
 n terms of that of a surrogate (potentially randomized) predictor that is 
 coupled to ^h and designed to trade empirical risk for control of generali
 zation error. In the case where ^h interpolates the data\, it is interesti
 ng to consider…
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SUMMARY:In Defense of Uniform Convergence: Generalization via derandomizati
 on with an application to interpolating predictors\, Daniel Roy and Jeffre
 y Negrea
TRANSP:OPAQUE
URL:https://caida.ubc.ca/event/defense-uniform-convergence-generalization-d
 erandomization-application-interpolating
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