5.7k citations · 17.6k across the 75 of their papers we have counts for
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cs.LG2012★ 96 cited
Conditional Restricted Boltzmann Machines for Structured Output Prediction
Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton
Conditional Restricted Boltzmann Machines (CRBMs) are rich probabilistic models that have recently been applied to a wide range of problems, including collaborative filtering, clas…
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…