Sparse Partially Collapsed MCMC for Parallel Inference in Topic Models

Måns Magnusson, Leif Jonsson, Mattias Villani +1

Topic models, and more specifically the class of Latent Dirichlet Allocation (LDA), are widely used for probabilistic modeling of text. MCMC sampling from the posterior distributio…