Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation.

Han Xiao Thomas Stibor

Published in: ACML (2010)

Keyphrases

latent dirichlet allocation
variational bayesian inference
collapsed gibbs sampling
topic models
gibbs sampling
topic modeling
bayesian analysis
generative model
approximate inference
probabilistic latent semantic analysis
variational inference
text mining
parameter estimation
latent topics
model selection