no code implementations • 15 Jan 2020 • Haik Manukian, Yan Ru Pei, Sean R. B. Bearden, Massimiliano Di Ventra
Restricted Boltzmann machines (RBMs) are a powerful class of generative models, but their training requires computing a gradient that, unlike supervised backpropagation on typical loss functions, is notoriously difficult even to approximate.