Saharon Rosset

Sparsity and Smoothness Via the Fused Lasso

Robert Tibshirani, Michael A. Saunders, Saharon Rosset et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 2.8K citations

Life Sciences, Bioinformatics, Biostatistics +14

Multi-class AdaBoost

Trevor Hastie, Saharon Rosset, Ji Zhu et al. · Statistics and Its Interface · 2009 · 1.9K citations · Full text

Computing, Computer Science, Data Mining +14

1-norm Support Vector Machines

Ji Zhu, Saharon Rosset, Robert Tibshirani et al. · 2003 · 833 citations

Computing, Computer Science, Data Mining +14

Missense mutations in the APOL1 gene are highly associated with end stage kidney disease risk previously attributed to the MYH9 gene

Shay Tzur, Saharon Rosset, Revital Shemer et al. · Human Genetics · 2010 · 648 citations · Full text

Life Sciences, Genetics, Molecular Genetics +14

The Entire Regularization Path for the Support Vector Machine

Trevor Hastie, Saharon Rosset, Robert Tibshirani et al. · 2004 · 622 citations

Computing, Computer Science, Mathematics +16