Spectral Methods for Correlated Topic Models

Forough Arabshahi, Anima Anandkumar

Abstract: 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 limitation of LDA to...