Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering

Bryon Aragam, Chen Dan, Eric P. Xing +1

Motivated by problems in data clustering, we establish general conditions under which families of nonparametric mixture models are identifiable, by introducing a novel framework in…