Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints

Animashree Anandkumar, Daniel Hsu, Adel Javanmard +1

Unsupervised estimation of latent variable models is a fundamental problem central to numerous applications of machine learning and statistics. This work presents a principled appr…