Robust regularized covariance matrix estimation: well-posedness and convergent algorithm

Mengxi Yi, David Tyler

In this paper, we study properties of penalized and structured M-estimators of multivariate scatter, based on geodesically convex but not necessarily smooth penalty functions. Exis…