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Cited By

Robust Estimation of Covariance Matrices: Adversarial Contamination and
Beyond

Robust Estimation of Covariance Matrices: Adversarial Contamination and Beyond

6 March 2022

Stanislav Minsker

ArXiv (abs)PDF HTML

Papers citing "Robust Estimation of Covariance Matrices: Adversarial Contamination and Beyond"

4 / 4 papers shown

Robust empirical risk minimization via Newton's method

Robust empirical risk minimization via Newton's methodEconometrics and Statistics (ES), 2023

Muni Sreenivas Pydi

347

2

0

30 Jan 2023

Statistically Optimal Robust Mean and Covariance Estimation for
Anisotropic Gaussians

Statistically Optimal Robust Mean and Covariance Estimation for Anisotropic GaussiansMathematical Statistics and Learning (MSL), 2023

Nikita Zhivotovskiy

350

11

0

21 Jan 2023

Tyler's and Maronna's M-estimators: Non-Asymptotic Concentration Results

Tyler's and Maronna's M-estimators: Non-Asymptotic Concentration ResultsJournal of Multivariate Analysis (J. Multivar. Anal.), 2022

383

5

0

21 Jun 2022

Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial
Corruption and Heavy Tails

Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails

Nikita Zhivotovskiy

407

36

0

17 May 2022

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