Robust Subspace Recovery with Adversarial Outliers

5 April 2019

Papers citing "Robust Subspace Recovery with Adversarial Outliers"

15 / 15 papers shown

Title
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 57 130 0 02 Mar 2018
RANSAC Algorithms for Subspace Recovery and Subspace Clustering E. Arias-Castro Jue Wang 49 10 0 30 Nov 2017
Permutation methods for factor analysis and PCA Yan Sun 51 54 0 02 Oct 2017
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 52 63 0 13 Jun 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 46 114 0 12 Apr 2017
Robustly Learning a Gaussian: Getting Optimal Error, Efficiently Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 44 135 0 12 Apr 2017
Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers Jacob Steinhardt Moses Charikar Gregory Valiant 58 138 0 15 Mar 2017
Fast, Robust and Non-convex Subspace Recovery Gilad Lerman Tyler Maunu 69 77 0 24 Jun 2014
Geometric median and robust estimation in Banach spaces Stanislav Minsker 104 312 0 06 Aug 2013
Algorithms and Hardness for Robust Subspace Recovery Moritz Hardt Ankur Moitra OOD 51 116 0 05 Nov 2012
Robust computation of linear models by convex relaxation Gilad Lerman Michael B. McCoy J. Tropp Teng Zhang 81 160 0 18 Feb 2012
A Novel M-Estimator for Robust PCA Teng Zhang Gilad Lerman 71 131 0 20 Dec 2011
Two Proposals for Robust PCA using Semidefinite Programming Michael B. McCoy J. Tropp 142 162 0 06 Dec 2010
Robust PCA via Outlier Pursuit Huan Xu Constantine Caramanis Sujay Sanghavi 88 766 0 20 Oct 2010
Median K-flats for hybrid linear modeling with many outliers Teng Zhang Arthur Szlam Gilad Lerman 70 173 0 16 Sep 2009