Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error

David Buchaca, Enrique Romero, Ferran Mazzanti +1

Restricted Boltzmann Machines (RBMs) are general unsupervised learning devices to ascertain generative models of data distributions. RBMs are often trained using the Contrastive Di…