Mounia Lalmas-Roelleke

Stochastic Variational Inference for Dynamic Correlated Topic Models

Correlated topic models (CTM) are useful tools for statistical analysis of documents. They explicitly capture the correlation between topics associated with each document. We propose an extension to CTM that models the evolution of both topic correlation and word co-occurrence over time. This all…