Efficient Distributed Topic Modeling with Provable Guarantees

Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama

Abstract: Topic modeling for large-scale distributed web-collections requires distributed techniques that account for both computational and communication costs. We consider topic modeling under the separabi...