Optimal Demixing of Nonparametric Densities

Jianqing Fan, Zheng Tracy Ke, Zhaoyang Shi

Motivated by applications in statistics and machine learning, we consider a problem of unmixing convex combinations of nonparametric densities. Suppose we observe $n$ groups of sam…