5.7k citations · 15.5k across the 75 of their papers we have counts for
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cs.LG2012★ 28 cited
Fast Exact Inference for Recursive Cardinality Models
Daniel Tarlow, Kevin Swersky, Richard S. Zemel +2
Cardinality potentials are a generally useful class of high order potential that affect probabilities based on how many of D binary variables are active. Maximum a posteriori (MAP)…
cs.LG2012★ 49 cited
Training Restricted Boltzmann Machines on Word Observations
George E. Dahl, Ryan P. Adams, Hugo Larochelle
The restricted Boltzmann machine (RBM) is a flexible tool for modeling complex data, however there have been significant computational difficulties in using RBMs to model high-dime…