Minimax Optimality of NPMLE for Gaussian Mixtures
The unconstrained nonparametric maximum likelihood estimator for univariate Gaussian mixtures achieves minimax optimal convergence rates in squared Helling
The unconstrained nonparametric maximum likelihood estimator for univariate Gaussian mixtures achieves minimax optimal convergence rates in squared Helling