Modeling Documents with Deep Boltzmann Machines

Nitish Srivastava, Ruslan R Salakhutdinov, Geoffrey 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…