Provable Algorithms for Inference in Topic Models.

Sanjeev Arora Rong Ge Frederic Koehler Tengyu Ma Ankur Moitra

Published in: ICML (2016)

Keyphrases

topic models
collapsed gibbs sampling
topic modeling
bayesian networks
latent dirichlet allocation
learning algorithm
probabilistic inference
databases
pairwise
knowledge representation
text mining
variational bayesian inference