Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more

Spencer Compton, Jerry Li

We study the task of density estimation, where we hope to accurately estimate a probability density from $n$ samples. A textbook method for density estimation in total variation di…