Learning Arbitrary Statistical Mixtures of Discrete Distributions

Jian Li, Yuval Rabani, Leonard J. Schulman +1

We study the problem of learning from unlabeled samples very general statistical mixture models on large finite sets. Specifically, the model to be learned, $\vartheta$, is a proba…