Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood

Arnak S. Dalalyan, Mehdi Sebbar

We study the maximum likelihood estimator of density of $n$ independent observations, under the assumption that it is well approximated by a mixture with a large number of componen…