Entropic characterization of optimal rates for learning Gaussian mixtures

Zeyu Jia, Yury Polyanskiy, Yihong Wu

We consider the question of estimating multi-dimensional Gaussian mixtures (GM) with compactly supported or subgaussian mixing distributions. Minimax estimation rate for this class…