Preserving Validity in Adaptive Data Analysis - PowerPoint Presentation

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Uploaded On 2016-09-07

Preserving Validity in Adaptive Data Analysis - PPT Presentation

Moritz Hardt IBM Research Almaden Joint work with Cynthia Dwork Vitaly Feldman Toni Pitassi Omer Reingold Aaron Roth Statistical Estimation Data domain X class labels Y Unknown distribution ID: 462091

adaptive data estimate algorithm data adaptive algorithm estimate statistics size statistical sample theorem privacy differential estimation set adaptively chosen

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