Generalization in Adaptive Data Analysis and Holdout Reuse

Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toni Pitassi, Omer Reingold, Aaron Roth

Neural Information Processing Systems 

Overfitting is the bane of data analysts, even when data are plentiful.