Saharon Rosset

21 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4458-9545

Tel Aviv University

Publications

• Integrating Random Effects in Deep Neural Networks — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• On the cross-validation bias due to unsupervised preprocessing — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Optimal and maximin procedures for multiple testing problems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Tree-Based Models for Correlated Data — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Cross-Validation for Correlated Data — Journal of the American Statistical Association 2022
• Surprises in high-dimensional ridgeless least squares interpolation — The Annals of Statistics 2022
• Optimal control of false discovery criteria in the two-group model — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021 (name-matched, not ORCID-linked)
• From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation: Rejoinder — Journal of the American Statistical Association 2020
• From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation — Journal of the American Statistical Association 2020
• Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE? — Journal of the American Statistical Association 2019
• Correction: Efficient regularized isotonic regression with application to gene–gene interaction search — The Annals of Applied Statistics 2015
• When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples — Biometrika 2014
• Generalizedα-investing: definitions, optimality results and application to public databases — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Efficient regularized isotonic regression with application to gene–gene interaction search — The Annals of Applied Statistics 2012
• Random lasso — The Annals of Applied Statistics 2011
• Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression — Journal of Machine Learning Research 2009 (name-matched, not ORCID-linked)
• Piecewise linear regularized solution paths — The Annals of Statistics 2007
• Sparsity and smoothness via the fused lasso — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
• The Entire Regularization Path for the Support Vector Machine — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)
• Boosting as a Regularized Path to a Maximum Margin Classifier — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)