Group Symmetric Robust Covariance Estimation

Ilya Soloveychik, Dmitry Trushin, Ami Wiesel

In this paper we consider Tyler's robust covariance M-estimator under group symmetry constraints. We assume that the covariance matrix is invariant to the conjugation action of a u…