Simultaneous penalized M-estimation of covariance matrices using geodesically convex optimization

Esa Ollila, Ilya Soloveychik, David E. Tyler +1

A common assumption when sampling $p$-dimensional observations from $K$ distinct group is the equality of the covariance matrices. In this paper, we propose two penalized $M$-estim…