Affine Invariant Covariance Estimation for Heavy-Tailed Distributions

Dmitrii Ostrovskii, Alessandro Rudi

In this work we provide an estimator for the covariance matrix of a heavy-tailed multivariate distributionWe prove that the proposed estimator $\hat{\mathbf{S}}$ admits an \tex…