Gaussian and Robust Kronecker Product Covariance Estimation: Existence and Uniqueness

Ilya Soloveychik, Dmitry Trushin

We study the Gaussian and robust covariance estimation, assuming the true covariance matrix to be a Kronecker product of two lower dimensional square matrices. In both settings we…