Previous work (Asuncion et al., 2009;Wallach et al., 2009) shows that the choice of inference method has negligible effect on the probability of testing documents or inferred topics.
we use Markov Chain Monte Carlo (MCMC) method,specifically Gibbs sampling, to model the posterior distribution drawn from this distribution.