Training Restricted Boltzmann Machine by Perturbation

Siamak Ravanbakhsh, Russell Greiner, Brendan Frey

A new approach to maximum likelihood learning of discrete graphical models and RBM in particular is introduced. Our method, Perturb and Descend (PD) is inspired by two ideas (I) pe…