Latent Dirichlet Allocation
摘要
This chapter first introduces the Dirichlet distribution, then describes the latent Dirichlet distribution model, and finally presents the algorithms of the Latent Dirichlet allocation (LDA) model, including Gibbs sampling and the variational EM algorithm.