Spectral Methods for Correlated Topic Models

Forough Arabshahi, Animashree Anandkumar

In this paper, we propose guaranteed spectral methods for learning a broad range of topic models, which generalize the popular Latent Dirichlet Allocation (LDA). We overcome the li…