Vectorized Bayesian Inference for Latent Dirichlet-Tree Allocation

Zheng Wang, Nizar Bouguila

Latent Dirichlet Allocation (LDA) is a foundational model for discovering latent thematic structure in discrete data, but its Dirichlet prior cannot represent the rich correlations…