Dual online inference for latent Dirichlet allocation

Khoat Than, Tung Doan

Abstract: Latent Dirichlet allocation (LDA) provides an efficient tool to analyze very large text collections. In this paper, we discuss three novel contributions: (1) a proof for the tractability of the MAP...