Provable Algorithms for Inference in Topic Models.

Sanjeev Arora Rong Ge Frederic Koehler Tengyu Ma Ankur Moitra

Published in: CoRR (2016)

Keyphrases

topic models
collapsed gibbs sampling
latent dirichlet allocation
learning algorithm
text mining
topic modeling
gibbs sampling
databases
probabilistic model
text documents
latent variables
probabilistic inference
latent topic models