Imen Ayadi

Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry

This work deals with elliptical Wishart distributions on the set of symmetric positive definite matrices. It contains two major contributions. First, the information geometry associated with elliptical Wishart distributions is derived. Second, this geometry is leveraged to propose Riemannian-optimiz…