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  3. 2002.03004
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List Decodable Subspace Recovery

List Decodable Subspace Recovery

Annual Conference Computational Learning Theory (COLT), 2020
7 February 2020
P. Raghavendra
Morris Yau
ArXiv (abs)PDFHTML

Papers citing "List Decodable Subspace Recovery"

14 / 14 papers shown
A Combinatorial Approach to Robust PCA
A Combinatorial Approach to Robust PCAInformation Technology Convergence and Services (ITCS), 2023
Weihao Kong
Mingda Qiao
Rajat Sen
196
0
0
28 Nov 2023
A Spectral Algorithm for List-Decodable Covariance Estimation in
  Relative Frobenius Norm
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius NormNeural Information Processing Systems (NeurIPS), 2023
Ilias Diakonikolas
D. Kane
Jasper C. H. Lee
Ankit Pensia
Thanasis Pittas
309
1
0
01 May 2023
A New Approach to Learning Linear Dynamical Systems
A New Approach to Learning Linear Dynamical SystemsSymposium on the Theory of Computing (STOC), 2023
Ainesh Bakshi
Allen Liu
Ankur Moitra
Morris Yau
279
27
0
23 Jan 2023
A Moment-Matching Approach to Testable Learning and a New
  Characterization of Rademacher Complexity
A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher ComplexitySymposium on the Theory of Computing (STOC), 2022
Aravind Gollakota
Adam R. Klivans
Pravesh Kothari
CoGe
193
22
0
23 Nov 2022
List-Decodable Covariance Estimation
List-Decodable Covariance EstimationSymposium on the Theory of Computing (STOC), 2022
Misha Ivkov
Pravesh Kothari
258
8
0
22 Jun 2022
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
List-Decodable Sparse Mean Estimation via Difference-of-Pairs FilteringNeural Information Processing Systems (NeurIPS), 2022
Ilias Diakonikolas
D. Kane
Sushrut Karmalkar
Ankit Pensia
Thanasis Pittas
318
15
0
10 Jun 2022
List-Decodable Sparse Mean Estimation
List-Decodable Sparse Mean EstimationNeural Information Processing Systems (NeurIPS), 2022
Shiwei Zeng
Jie Shen
305
11
0
28 May 2022
Local Linear Convergence of Gradient Methods for Subspace Optimization
  via Strict Complementarity
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict ComplementarityNeural Information Processing Systems (NeurIPS), 2022
Dan Garber
Ron Fisher
333
1
0
08 Feb 2022
Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance
  of Gaussians Optimally
Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians OptimallyInternational Conference on Algorithmic Learning Theory (ALT), 2021
Pravesh Kothari
Peter Manohar
Brian Hu Zhang
276
18
0
22 Oct 2021
Statistical Query Lower Bounds for List-Decodable Linear Regression
Statistical Query Lower Bounds for List-Decodable Linear RegressionNeural Information Processing Systems (NeurIPS), 2021
Ilias Diakonikolas
D. Kane
Ankit Pensia
Thanasis Pittas
Alistair Stewart
211
25
0
17 Jun 2021
Semi-verified PAC Learning from the Crowd
Semi-verified PAC Learning from the CrowdInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Shiwei Zeng
Jie Shen
342
4
0
13 Jun 2021
Privately Learning Mixtures of Axis-Aligned Gaussians
Privately Learning Mixtures of Axis-Aligned GaussiansNeural Information Processing Systems (NeurIPS), 2021
Ishaq Aden-Ali
H. Ashtiani
Christopher Liaw
FedML
228
14
0
03 Jun 2021
Robustly Learning Mixtures of $k$ Arbitrary Gaussians
Robustly Learning Mixtures of kkk Arbitrary GaussiansSymposium on the Theory of Computing (STOC), 2020
Ainesh Bakshi
Ilias Diakonikolas
Hengrui Jia
D. Kane
Pravesh Kothari
Santosh Vempala
584
73
0
03 Dec 2020
Robust Linear Regression: Optimal Rates in Polynomial Time
Robust Linear Regression: Optimal Rates in Polynomial Time
Ainesh Bakshi
Adarsh Prasad
518
63
0
29 Jun 2020
1
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