Modeling Documents with Deep Boltzmann Machines

26 Sep 2013Nitish SrivastavaRuslan R SalakhutdinovGeoffrey E. Hinton

We introduce a Deep Boltzmann Machine model suitable for modeling and extracting latent semantic representations from a large unstructured collection of documents. We overcome the apparent difficulty of training a DBM with judicious parameter tying... (read more)

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