Random Matrix Improved Covariance Estimation for a Large Class of Metrics

Malik Tiomoko, Florent Bouchard, Guillaume Ginholac +1

Relying on recent advances in statistical estimation of covariance distances based on random matrix theory, this article proposes an improved covariance and precision matrix estima…