Multicore Gibbs Sampling in Dense, Unstructured Graphs.

Tianbing Xu Alexander T. Ihler

Published in: AISTATS (2011)

Keyphrases

gibbs sampling
markov chain
topic models
parameter estimation
latent dirichlet allocation
approximate inference
expectation maximization
em algorithm
belief networks
markov chain monte carlo
exact inference
graphical models
maximum likelihood
latent variables
message passing
probabilistic inference