Minimax bounds for estimating multivariate Gaussian location mixtures

Arlene K. H. Kim, Adityanand Guntuboyina

We prove minimax bounds for estimating Gaussian location mixtures on ${\mathbb{R}}^d$ under the squared $L^2$ and the squared Hellinger loss functions. Under the squared $L^2$ loss,…