53 citations · 84 across the 7 of their papers we have counts for
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cs.LG2017★ 1 cited
Learning Infinite RBMs with Frank-Wolfe
Wei Ping, Qiang Liu, Alexander Ihler
In this work, we propose an infinite restricted Boltzmann machine~(RBM), whose maximum likelihood estimation~(MLE) corresponds to a constrained convex optimization. We consider the…
cs.LG2017★ 2 cited
Belief Propagation in Conditional RBMs for Structured Prediction
Wei Ping, Alexander Ihler
Restricted Boltzmann machines~(RBMs) and conditional RBMs~(CRBMs) are popular models for a wide range of applications. In previous work, learning on such models has been dominated…