32 citations · 32 across the 2 of their papers we have counts for
2 papers
cs.LG2014
Deep Tempering
Guillaume Desjardins, Heng Luo, Aaron Courville +1
Restricted Boltzmann Machines (RBMs) are one of the fundamental building blocks of deep learning. Approximate maximum likelihood training of RBMs typically necessitates sampling fr…
stat.ML2010★ 32 cited
Sparse Group Restricted Boltzmann Machines
Heng Luo, Ruimin Shen, Cahngyong Niu
Since learning is typically very slow in Boltzmann machines, there is a need to restrict connections within hidden layers. However, the resulting states of hidden units exhibit sta…