Robust improper maximum likelihood: tuning, computation, and a comparison with other methods for robust Gaussian clustering

Pietro Coretto, Christian Hennig

The two main topics of this paper are the introduction of the "optimally tuned improper maximum likelihood estimator" (OTRIMLE) for robust clustering based on the multivariate Gaus…