Population-Contrastive-Divergence: Does Consistency help with RBM training?

Oswin Krause, Asja Fischer, Christian Igel

Estimating the log-likelihood gradient with respect to the parameters of a Restricted Boltzmann Machine (RBM) typically requires sampling using Markov Chain Monte Carlo (MCMC) tech…