Probabilistic Clustering Using Maximal Matrix Norm Couplings

David Qiu, Anuran Makur, Lizhong Zheng

In this paper, we present a local information theoretic approach to explicitly learn probabilistic clustering of a discrete random variable. Our formulation yields a convex maximiz…