Regularization, sparse recovery, and median-of-means tournaments

Regularization, sparse recovery, and median-of-means tournaments

15 January 2017

Gábor Lugosi

Papers citing "Regularization, sparse recovery, and median-of-means tournaments"

13 / 13 papers shown

Title
Byzantine-Robust Federated Linear Bandits Ali Jadbabaie Haochuan Li Jian Qian Yi Tian FedML 21 12 0 03 Apr 2022
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering Debolina Paul Saptarshi Chakraborty Swagatam Das Jason Xu 12 16 0 27 Oct 2021
Universal Robust Regression via Maximum Mean Discrepancy Pierre Alquier Mathieu Gerber 38 15 0 01 Jun 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 25 12 0 24 Apr 2020
Robust $k$ -means Clustering for Distributions with Two Moments Yegor Klochkov Alexey Kroshnin Nikita Zhivotovskiy 18 19 0 06 Feb 2020
Robust Aggregation for Federated Learning Krishna Pillutla Sham Kakade Zaïd Harchaoui FedML 30 629 0 31 Dec 2019
Robust learning and complexity dependent bounds for regularized problems Geoffrey Chinot 16 2 0 06 Feb 2019
Uniform bounds for robust mean estimators Stanislav Minsker OOD FedML 10 35 0 09 Dec 2018
Solvable Integration Problems and Optimal Sample Size Selection R. Kunsch E. Novak Daniel Rudolf 9 15 0 22 May 2018
Convergence rates of least squares regression estimators with heavy-tailed errors Q. Han J. Wellner 15 44 0 07 Jun 2017
Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes Peter Grünwald Nishant A. Mehta 30 71 0 01 May 2016
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 65 145 0 29 Mar 2015
Learning without Concentration S. Mendelson 85 334 0 01 Jan 2014