Leakage in data mining: formulation, detection, and avoidance. - Shachar Kaufman; Saharon Rosset; Claudia Perlich (KDD, 2011)

Leakage in data mining: Formulation, detection, and avoidance. - Shachar Kaufman; Saharon Rosset; Claudia Perlich; Ori Stitelman (ACM Trans. Knowl. Discov. Data, 2012)

Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables. - Ruth Heller; Yair Heller; Shachar Kaufman; Barak Brill; Malka Gorfine (J. Mach. Learn. Res., 2016)

Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling. - Omer Weissbrod; Shachar Kaufman; David Golan; Saharon Rosset (J. Mach. Learn. Res., 2019)