Learning Boltzmann Machine with EM-like Method

Jinmeng Song, Chun Yuan

We propose an expectation-maximization-like(EMlike) method to train Boltzmann machine with unconstrained connectivity. It adopts Monte Carlo approximation in the E-step, and replac…