Learning large softmax mixtures with warm start EM

Xin Bing, Florentina Bunea, Jonathan Niles-Weed +1

Softmax mixture models (SMMs) are discrete $K$-mixtures introduced to model the probability of choosing an attribute $x_j \in \RR^L$ from $p$ candidates, in heterogeneous populatio…