A Combinatorial Approach to Robust PCA

28 November 2023

Papers citing "A Combinatorial Approach to Robust PCA"

9 / 9 papers shown

Title
Robust Meta-learning for Mixed Linear Regression with Small Batches Weihao Kong Raghav Somani Sham Kakade Sewoong Oh OOD 71 35 0 17 Jun 2020
Recent Advances in Algorithmic High-Dimensional Robust Statistics Ilias Diakonikolas D. Kane OOD 65 183 0 14 Nov 2019
Efficient Algorithms for Outlier-Robust Regression Adam R. Klivans Pravesh Kothari Raghu Meka AAML 51 157 0 08 Mar 2018
Sever: A Robust Meta-Algorithm for Stochastic Optimization Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Jacob Steinhardt Alistair Stewart 69 289 0 07 Mar 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 71 222 0 19 Feb 2018
Non-convex Robust PCA Praneeth Netrapalli U. Niranjan Sujay Sanghavi Anima Anandkumar Prateek Jain 102 286 0 28 Oct 2014
Algorithms and Hardness for Robust Subspace Recovery Moritz Hardt Ankur Moitra OOD 89 116 0 05 Nov 2012
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Alekh Agarwal S. Negahban Martin J. Wainwright 227 433 0 23 Feb 2011
Robust PCA via Outlier Pursuit Huan Xu Constantine Caramanis Sujay Sanghavi 104 768 0 20 Oct 2010