Uniform bounds for robust mean estimators

9 December 2018

Papers citing "Uniform bounds for robust mean estimators"

14 / 14 papers shown

Title
Robust classification via MOM minimization Guillaume Lecué M. Lerasle Timlothée Mathieu 98 49 0 09 Aug 2018
Near-optimal mean estimators with respect to general norms Gábor Lugosi S. Mendelson 47 39 0 16 Jun 2018
Robust machine learning by median-of-means : theory and practice Guillaume Lecué M. Lerasle OOD 174 156 0 28 Nov 2017
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation Stanislav Minsker Nate Strawn 49 65 0 09 Apr 2017
Regularization, sparse recovery, and median-of-means tournaments Gábor Lugosi S. Mendelson 72 47 0 15 Jan 2017
Risk minimization by median-of-means tournaments Gabor Lugosi S. Mendelson 112 132 0 02 Aug 2016
On the estimation of the mean of a random vector Émilien Joly Gábor Lugosi R. Oliveira 64 39 0 19 Jul 2016
PAC-Bayesian bounds for the Gram matrix and least squares regression with a random design O. Catoni 54 45 0 16 Mar 2016
Robust dimension-free Gram operator estimates Ilaria Giulini 49 24 0 19 Nov 2015
Sub-Gaussian mean estimators Luc Devroye M. Lerasle Gabor Lugosi R. Oliveira 157 187 0 19 Sep 2015
Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model Mengjie Chen Chao Gao Zhao Ren 74 167 0 01 Jun 2015
Learning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserve M. Mohri Andrés Munoz Medina 73 145 0 21 Oct 2013
Robust empirical mean Estimators M. Lerasle R. I. Oliveira 109 82 0 16 Dec 2011
Challenging the empirical mean and empirical variance: a deviation study O. Catoni 172 463 0 10 Sep 2010