Mixture Proportion Estimation via Kernel Embeddings of Distributions

Harish G. Ramaswamy, Clayton Scott, Ambuj Tewari

Abstract: Mixture proportion estimation (MPE) is the problem of estimating the weight of a component distribution in a mixture, given samples from the mixture and component. This problem constitutes a key pa...