Dimension-free Structured Covariance Estimation

Nikita Puchkin, Maxim Rakhuba

Given a sample of i.i.d. high-dimensional centered random vectors, we consider a problem of estimation of their covariance matrix $\hat{I}\pounds$ with an additional assumption that $\hat{I}\pounds$ can b…