Shahar Mendelson

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

ORCID: 0000-0002-5673-7576

Publications

• Robust multivariate mean estimation: The optimality of trimmed mean — The Annals of Statistics 2021
• Robust covariance estimation under $L_{4}-L_{2}$ norm equivalence — The Annals of Statistics 2020
• Sub-Gaussian estimators of the mean of a random vector — The Annals of Statistics 2019
• Regularization and the small-ball method I: Sparse recovery — The Annals of Statistics 2018
• “Local” vs. “global” parameters—breaking the Gaussian complexity barrier — The Annals of Statistics 2017
• Regularization and the small-ball method II: complexity dependent error rates — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• General nonexact oracle inequalities for classes with a subexponential envelope — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
• Regularization in kernel learning — The Annals of Statistics 2010 (name-matched, not ORCID-linked)
• Discussion: Local Rademacher complexities and oracle inequalities in risk minimization — The Annals of Statistics 2006
• Local Rademacher complexities — The Annals of Statistics 2005 (name-matched, not ORCID-linked)
• On the Importance of Small Coordinate Projections — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)
• On the Performance of Kernel Classes — Journal of Machine Learning Research 2003 (name-matched, not ORCID-linked)
• Rademacher and Gaussian Complexities: Risk Bounds and Structural Results — Journal of Machine Learning Research 2002 (name-matched, not ORCID-linked)
• On the Size of Convex Hulls of Small Sets — Journal of Machine Learning Research 2001 (name-matched, not ORCID-linked)