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

17 May 2022

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

6 / 6 papers shown

Title
Do we really need the Rademacher complexities? Daniel Bartl S. Mendelson 55 0 0 24 Feb 2025
Covariance Estimation under Missing Observations and $L_4-L_2$ Moment Equivalence Pedro Abdalla 15 1 0 22 May 2023
Statistically Optimal Robust Mean and Covariance Estimation for Anisotropic Gaussians A. Minasyan Nikita Zhivotovskiy 16 9 0 21 Jan 2023
Improved covariance estimation: optimal robustness and sub-Gaussian guarantees under heavy tails R. I. Oliveira Zoraida F. Rico 9 10 0 27 Sep 2022
New bounds for $k$ -means and information $k$ -means Gautier Appert O. Catoni 19 5 0 14 Jan 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 135 451 0 03 Dec 2007