Saharon Rosset
Saharon Rosset
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Sparsity and smoothness via the fused lasso
R Tibshirani, M Saunders, S Rosset, J Zhu, K Knight
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005
Multi-class adaboost
T Hastie, S Rosset, J Zhu, H Zou
Statistics and its Interface 2 (3), 349-360, 2009
1-norm support vector machines
J Zhu, S Rosset, R Tibshirani, T Hastie
Advances in neural information processing systems 16, 2003
The entire regularization path for the support vector machine
T Hastie, S Rosset, R Tibshirani, J Zhu
Journal of Machine Learning Research 5 (Oct), 1391-1415, 2004
Surprises in high-dimensional ridgeless least squares interpolation
T Hastie, A Montanari, S Rosset, RJ Tibshirani
Annals of statistics 50 (2), 949, 2022
Missense mutations in the APOL1 gene are highly associated with end stage kidney disease risk previously attributed to the MYH9 gene
S Tzur, S Rosset, R Shemer, G Yudkovsky, S Selig, A Tarekegn, E Bekele, ...
Human genetics 128, 345-350, 2010
Piecewise linear regularized solution paths
S Rosset, J Zhu
The Annals of Statistics, 1012-1030, 2007
A “Copernican” reassessment of the human mitochondrial DNA tree from its root
DM Behar, M Van Oven, S Rosset, M Metspalu, EL Loogväli, NM Silva, ...
The American Journal of Human Genetics 90 (4), 675-684, 2012
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
The dawn of human matrilineal diversity
DM Behar, R Villems, H Soodyall, J Blue-Smith, L Pereira, E Metspalu, ...
The American Journal of Human Genetics 82 (5), 1130-1140, 2008
The genome-wide structure of the Jewish people
DM Behar, B Yunusbayev, M Metspalu, E Metspalu, S Rosset, J Parik, ...
Nature 466 (7303), 238-242, 2010
Boosting as a regularized path to a maximum margin classifier
S Rosset, J Zhu, T Hastie
The Journal of Machine Learning Research 5, 941-973, 2004
lobSTR: a short tandem repeat profiler for personal genomes
M Gymrek, D Golan, S Rosset, Y Erlich
Genome research 22 (6), 1154-1162, 2012
Measuring missing heritability: inferring the contribution of common variants
D Golan, ES Lander, S Rosset
Proceedings of the National Academy of Sciences 111 (49), E5272-E5281, 2014
Random lasso
S Wang, B Nan, S Rosset, J Zhu
The annals of applied statistics 5 (1), 468, 2011
Grouped graphical Granger modeling for gene expression regulatory networks discovery
AC Lozano, N Abe, Y Liu, S Rosset
Bioinformatics 25 (12), i110-i118, 2009
Discovery of fraud rules for telecommunications—challenges and solutions
S Rosset, U Murad, E Neumann, Y Idan, G Pinkas
Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999
Customer lifetime value models for decision support
S Rosset, E Neumann, U Eick, N Vatnik
Data mining and knowledge discovery 7, 321-339, 2003
Counting the founders: the matrilineal genetic ancestry of the Jewish Diaspora
DM Behar, E Metspalu, T Kivisild, S Rosset, S Tzur, Y Hadid, G Yudkovsky, ...
Plos one 3 (4), e2062, 2008
The Genographic Project public participation mitochondrial DNA database
DM Behar, S Rosset, J Blue-Smith, O Balanovsky, S Tzur, D Comas, ...
PLoS Genetics 3 (6), e104, 2007
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