2026 Saharon Rosset: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	42	8130	7902	132	126	155	27057

Overview

Saharon Rosset is affiliated with Tel Aviv University in Israel, contributing extensively to research at the intersection of mathematics, biochemistry, genetics, and molecular biology. Their academic output spans multiple fields, focusing particularly on statistics and probability as well as molecular biology and genetics.

Rosset's research work encompasses various topics including:

Statistical Methods and Inference
Statistical Methods and Bayesian Inference
Statistical Methods in Clinical Trials
Genomics and Phylogenetic Studies
Genetic diversity and population structure
Advanced Statistical Methods and Models
Gaussian Processes and Bayesian Inference

The scientist has published several papers across leading journals and venues, among which are:

"Surprises in high-dimensional ridgeless least squares interpolation," 2022, The Annals of Statistics
"ModelTeller: Model Selection for Optimal Phylogenetic Reconstruction Using Machine Learning," 2020, Molecular Biology and Evolution
"The Warburg Effect is the result of faster ATP production by glycolysis than respiration," 2024, Proceedings of the National Academy of Sciences
"MULTIPLE ways to correct for MULTIPLE comparisons in MULTIPLE types of studies," 2021, British Journal of Dermatology
"On the Cross-Validation Bias due to Unsupervised Preprocessing," 2022, Journal of the Royal Statistical Society Series B (Statistical Methodology)

Frequent publication venues where Rosset's work appears include:

arXiv (Cornell University)
bioRxiv (Cold Spring Harbor Laboratory)
Electronic Journal of Statistics
Biometrics
Journal of the Royal Statistical Society Series B (Statistical Methodology)

Their collaborations show consistent partnerships with several co-authors, including:

Keren Levinstein Hallak
Ruth Heller
Oren Yuval
Assaf Rabinowicz
Sriram Sankararaman

The combination of Rosset's wide-ranging expertise in statistical methodology and applied molecular biology reflects an interdisciplinary approach that connects quantitative methods with biological questions.

Best Publications

Least angle regression

Bradley Efron;Trevor Hastie;Iain Johnstone;Robert Tibshirani

12266
Citations
Sparsity and smoothness via the fused lasso

Robert Tibshirani;Michael D Saunders;Saharon Rosset;Ji Zhu

3399
Citations
Multi-class AdaBoost ∗

Trevor Hastie;Saharon Rosset;Ji Zhu;Hui Zou

2386
Citations
1-norm Support Vector Machines

Ji Zhu;Saharon Rosset;Robert Tibshirani;Trevor J. Hastie

1178
Citations
The Entire Regularization Path for the Support Vector Machine

Trevor Hastie;Saharon Rosset;Robert Tibshirani;Ji Zhu

922
Citations
Piecewise linear regularized solution paths

Saharon Rosset;Ji Zhu

639
Citations
Surprises in High-Dimensional Ridgeless Least Squares Interpolation.

Trevor Hastie;Andrea Montanari;Saharon Rosset;Ryan J. Tibshirani

634
Citations
Leakage in data mining: Formulation, detection, and avoidance

Shachar Kaufman;Saharon Rosset;Claudia Perlich;Ori Stitelman

575
Citations
lobSTR: a short tandem repeat profiler for personal genomes

Melissa Gymrek;David Golan;Saharon Rosset;Yaniv Erlich

402
Citations
Boosting as a Regularized Path to a Maximum Margin Classifier

Saharon Rosset;Ji Zhu;Trevor Hastie

362
Citations
The Genographic Project Public Participation Mitochondrial DNA Database

Doron M Behar;Saharon Rosset;Jason Blue-Smith;Oleg Balanovsky

213
Citations
Grouped graphical Granger modeling for gene expression regulatory networks discovery

Aurélie C. Lozano;Naoki Abe;Yan Liu;Saharon Rosset

207
Citations
Discovery of fraud rules for telecommunications—challenges and solutions

Saharon Rosset;Uzi Murad;Einat Neumann;Yizhak Idan

199
Citations
Random lasso

Sijian Wang;Bin Nan;Saharon Rosset;Ji Zhu

190
Citations
Cell-type-specific resolution epigenetics without the need for cell sorting or single-cell biology

Elior Rahmani;Regev Schweiger;Brooke Rhead;Lindsey A. Criswell

182
Citations
Customer Lifetime Value Models for Decision Support

Saharon Rosset;Einat Neumann;Uri Eick;Nurit Vatnik

179
Citations
Model selection via the AUC

Saharon Rosset

144
Citations
Margin Maximizing Loss Functions

Saharon Rosset;Ji Zhu;Trevor J. Hastie

122
Citations
Leakage in data mining: formulation, detection, and avoidance

Shachar Kaufman;Saharon Rosset;Claudia Perlich

113
Citations
Population-specific association between a polymorphic variant in ST18, encoding a pro-apoptotic molecule, and pemphigus vulgaris.

Ofer Sarig;Sivan Bercovici;Lilach Zoller;Ilan Goldberg

111
Citations
The Entire Regularization Path for the Support Vector Machine

Saharon Rosset;Robert Tibshirani;Ji Zhu;Trevor J. Hastie

6
Citations

Frequent Co-Authors

Karl Skorecki Technion – Israel Institute of Technology

Doron M. Behar University of Tartu

Eran Halperin University of California, Los Angeles

David E. Golan Harvard Medical School

Meir Feder Tel Aviv University

Trevor Hastie Stanford University

Richard Villems University of Tartu

Robert Tibshirani Stanford University

Eleazar Eskin University of California, Los Angeles

Toomas Kivisild KU Leuven

External Links

Personal website of Saharon Rosset Google Scholar page

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