Provable Algorithms for Inference in Topic Models

Sanjeev Arora, Rong Ge, Frederic Koehler +2

Recently, there has been considerable progress on designing algorithms with provable guarantees -- typically using linear algebraic methods -- for parameter learning in latent vari…