Rethinking Collapsed Variational Bayes Inference for LDA

Issei Sato, Hiroshi Nakagawa

We propose a novel interpretation of the collapsed variational Bayes inference with a zero-order Taylor expansion approximation, called CVB0 inference, for latent Dirichlet allocat…