Leakage in data mining: Formulation, detection, and avoidance S Kaufman, S Rosset, C Perlich, O Stitelman ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (4), 1-21, 2012 | 590 | 2012 |
Consistent Distribution-Free -Sample and Independence Tests for Univariate Random Variables R Heller, Y Heller, S Kaufman, B Brill, M Gorfine Journal of Machine Learning Research 17 (29), 1-54, 2016 | 93 | 2016 |
Fast and accurate construction of confidence intervals for heritability R Schweiger, S Kaufman, R Laaksonen, ME Kleber, W März, E Eskin, ... The American Journal of Human Genetics 98 (6), 1181-1192, 2016 | 29 | 2016 |
When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples S Kaufman, S Rosset Biometrika 101 (4), 771-784, 2014 | 23 | 2014 |
High bandwidth, efficient graphics hardware architecture SC Kaufman, G Oxman, N Darshan US Patent App. 12/401,870, 2010 | 12 | 2010 |
Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling O Weissbrod, S Kaufman, D Golan, S Rosset Journal of Machine Learning Research 20 (108), 1-30, 2019 | 1 | 2019 |
Exploiting population samples to enhance genome-wide association studies of disease S Kaufman, S Rosset Genetics 197 (1), 337-349, 2014 | 1 | 2014 |
Package ‘repfdr’ R Heller, S Kaufman, S Yaacoby, D Israeli, B Brill, D Yekutieli, S Turner, ... | | 2022 |
Package ‘HHG’ S Kaufman, MS Kaufman, M Suggests | | 2014 |
The" more Fitting, Less Ovrtfitting" Paradox of Statistical Models S Kaufman University of Tel-Aviv, 2011 | | 2011 |