Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering

Pietro Coretto, Christian Hennig

The robust improper maximum likelihood estimator (RIMLE) is a new method for robust multivariate clustering finding approximately Gaussian clusters. It maximizes a pseudo-likelihoo…