List Decodable Subspace Recovery

7 February 2020

Papers citing "List Decodable Subspace Recovery"

18 / 18 papers shown

Title
List-Decodable Subspace Recovery: Dimension Independent Error in Polynomial Time Ainesh Bakshi Pravesh Kothari 49 23 0 12 Feb 2020
Recent Advances in Algorithmic High-Dimensional Robust Statistics Ilias Diakonikolas D. Kane OOD 42 182 0 14 Nov 2019
List-Decodable Linear Regression Sushrut Karmalkar Adam R. Klivans Pravesh Kothari 44 75 0 14 May 2019
Robust Subspace Recovery with Adversarial Outliers Tyler Maunu Gilad Lerman 23 19 0 05 Apr 2019
Smoothed Analysis in Unsupervised Learning via Decoupling Aditya Bhaskara Aidao Chen Aidan Perreault Aravindan Vijayaraghavan 25 18 0 29 Nov 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 57 130 0 02 Mar 2018
Outlier-robust moment-estimation via sum-of-squares Pravesh Kothari David Steurer 38 65 0 30 Nov 2017
Better Agnostic Clustering Via Relaxed Tensor Norms Pravesh Kothari Jacob Steinhardt 33 60 0 20 Nov 2017
List-Decodable Robust Mean Estimation and Learning Mixtures of Spherical Gaussians Ilias Diakonikolas D. Kane Alistair Stewart 47 147 0 20 Nov 2017
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 52 63 0 13 Jun 2017
Certified Defenses for Data Poisoning Attacks Jacob Steinhardt Pang Wei Koh Percy Liang AAML 63 751 0 09 Jun 2017
Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers Jacob Steinhardt Moses Charikar Gregory Valiant 58 138 0 15 Mar 2017
Learning from Untrusted Data Moses Charikar Jacob Steinhardt Gregory Valiant FedML OOD 67 293 0 07 Nov 2016
Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction Jacob Steinhardt Gregory Valiant Moses Charikar 33 44 0 16 Jun 2016
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 98 366 0 11 Jan 2013
Algorithms and Hardness for Robust Subspace Recovery Moritz Hardt Ankur Moitra OOD 47 116 0 05 Nov 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 84 2,326 0 05 Mar 2012
Generalized Principal Component Analysis (GPCA) René Vidal Yi-An Ma S. Shankar Sastry 71 1,160 0 17 Feb 2012