PPT-Preserving Validity in Adaptive Data Analysis

Moritz Hardt IBM Research Almaden Joint work with Cynthia Dwork Vitaly Feldman Toni Pitassi Omer Reingold Aaron Roth Statistical Estimation Data domain X class

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

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