Optimal estimation of high-dimensional location Gaussian mixtures

Natalie Doss, Yihong Wu, Pengkun Yang +1

This paper studies the optimal rate of estimation in a finite Gaussian location mixture model in high dimensions without separation conditions. We assume that the number of compone…