Shachar Kaufman

Leakage in data mining

Shachar Kaufman, Saharon Rosset, Claudia Perlich et al. · ACM Transactions on Knowledge Discovery from Data · 2012 · 467 citations

Data Mining Target, Engineering, Machine Learning +22

Leakage in data mining

Shachar Kaufman, Saharon Rosset, Claudia Perlich · 2011 · 116 citations

Artificial Intelligence, Data Mining Target, Engineering +16

Consistent distribution-free $K$-sample and independence tests for univariate random variables

Ruth Heller, Yair Heller, Shachar Kaufman et al. · arXiv (Cornell University) · 2014 · 50 citations · Full text

Engineering, Statistical Foundation, Mathematical Statistic +18

Fast and Accurate Construction of Confidence Intervals for Heritability

Regev Schweiger, Shachar Kaufman, Reijo Laaksonen et al. · The American Journal of Human Genetics · 2016 · 35 citations · Full text

Confidence Intervals, Imprecise Probability, Statistical Foundation +4

When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples

Shachar Kaufman, Saharon Rosset · Biometrika · 2014 · 13 citations