Disentangling representations in Restricted Boltzmann Machines without adversaries

Jorge Fernandez-de-Cossio-Diaz, Simona Cocco, Remi Monasson

A goal of unsupervised machine learning is to build representations of complex high-dimensional data, with simple relations to their properties. Such disentangled representations m…