Search Results for author: Sean R. B. Bearden

Found 1 papers, 0 papers with code

Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines

no code implementations15 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.