On Smoothing and Inference for Topic Models

Arthur Asuncion, Max Welling, Padhraic Smyth +1

Latent Dirichlet analysis, or topic modeling, is a flexible latent variable framework for modeling high-dimensional sparse count data. Various learning algorithms have been develop…