Shachar Kaufman
Shachar Kaufman
Lyft
Verified email at lyft.com - Homepage
Title
Cited by
Cited by
Year
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
2352012
Consistent distribution-free k-sample and independence tests for univariate random variables
R Heller, Y Heller, S Kaufman, B Brill, M Gorfine
The Journal of Machine Learning Research 17 (1), 978-1031, 2016
642016
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
212016
When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples
S Kaufman, S Rosset
Biometrika 101 (4), 771-784, 2014
162014
High bandwidth, efficient graphics hardware architecture
SC Kaufman, G Oxman, N Darshan
US Patent App. 12/401,870, 2010
102010
Leakage in data mining: Formulation, detection, and avoidance
C Perlich, S Kaufman, S Rosset
Proc. of the 17th Int’l Conf. on Knowledge Discovery and Data Mining, 556-563, 2011
72011
When does more regularization imply fewer degrees of freedom? Sufficient conditions and counter examples from lasso and ridge regression
S Kaufman, S Rosset
arXiv preprint arXiv:1311.2791, 2013
42013
Exploiting population samples to enhance genome-wide association studies of disease
S Kaufman, S Rosset
Genetics 197 (1), 337-349, 2014
12014
Consistent distribution-free tests of association between univariate random variables
R Heller, Y Heller, S Kaufman, M Gorfine
arXiv preprint arXiv:1308.1559, 2013
12013
Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling.
O Weissbrod, S Kaufman, D Golan, S Rosset
J. Mach. Learn. Res. 20, 108:1-108:30, 2019
2019
Package ‘repfdr’
R Heller, S Kaufman, S Yaacoby, D Israeli, B Brill, D Yekutieli, S Turner, ...
2017
Package ‘HHG’
S Kaufman, MS Kaufman, M Suggests
2014
Exploiting Population Samples to Enhance Genome-Wide Association Studies of Disease–Supplementary Material
S Kaufman, S Rosset
2014
The" more Fitting, Less Ovrtfitting" Paradox of Statistical Models
S Kaufman
University of Tel-Aviv, 2011
2011
Modeling High-Dimensional Data with Case-Control Sampling and Dependency Structures
O Weissbrod, S Kaufman, D Golan, S Rosset
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Articles 1–15