Robust machine learning by median-of-means : theory and practice

28 November 2017

Papers citing "Robust machine learning by median-of-means : theory and practice"

6 / 6 papers shown

Title
On Robust Recovery of Signals from Indirect Observations Yannis Bekri A. Juditsky A. Nemirovski 51 2 0 12 Sep 2023
Sub-Gaussian mean estimators Luc Devroye M. Lerasle Gabor Lugosi R. Oliveira 101 186 0 19 Sep 2015
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 216 145 0 29 Mar 2015
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 280 1,377 0 13 Oct 2010
A survey of cross-validation procedures for model selection Sylvain Arlot Alain Celisse 145 3,583 0 27 Jul 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 421 755 0 04 Apr 2008