Statistical Guarantees for Covariance Estimation with Adversarial Corruption under Constraints

Samuel Ozminkowski, Hongmei Jiang, Matey Neykov

We obtain a near-minimax rate on covariance estimation of adversarially corrupted Gaussian data in Frobenius norm when the covariance estimation is assumed to lie in a star-shaped…