On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models

Yangjing Zhang, Ying Cui, Bodhisattva Sen +1

In this paper we study the computation of the nonparametric maximum likelihood estimator (NPMLE) in multivariate mixture models. Our first approach discretizes this infinite dimens…