Gaussian Mixture Model with unknown diagonal covariances via continuous sparse regularization

Romane Giard, Yohann de Castro, Clément Marteau

This paper addresses the statistical estimation of Gaussian Mixture Models (GMMs) with unknown diagonal covariances from independent and identically distributed samples. We employ…