Exact training of Restricted Boltzmann machines on intrinsically low dimensional data

Aurélien Decelle, Cyril Furtlehner

The restricted Boltzmann machine is a basic machine learning tool able, in principle, to model the distribution of some arbitrary dataset. Its standard training procedure appears h…