A data driven equivariant approach to constrained Gaussian mixture modeling

Roberto Rocci, Stefano Antonio Gattone, Roberto Di Mari

Maximum likelihood estimation of Gaussian mixture models with different class-specific covariance matrices is known to be problematic. This is due to the unboundedness of the likel…