The Limits of Post-Selection Generalization

Authors: Jonathan Ullman, Adam Smith, Kobbi Nissim, Uri Stemmer, Thomas Steinke

Abstract

While statistics and machine learning offers numerous methods for ensuring generalization, these methods often fail in the presence of