Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner +1

Restricted Boltzmann Machines are simple and powerful generative models that can encode any complex dataset. Despite all their advantages, in practice the trainings are often unsta…