A new LDA formulation with covariates

Gilson Shimizu, Rafael Izbicki, Denis Valle

The Latent Dirichlet Allocation (LDA) model is a popular method for creating mixed-membership clusters. Despite having been originally developed for text analysis, LDA has been use…