Online Tensor Methods for Learning Latent Variable Models

1 code implementation • 3 Sep 2013 • Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Animashree Anandkumar

We introduce an online tensor decomposition based approach for two latent variable modeling problems namely, (1) community detection, in which we learn the latent communities that the social actors in social networks belong to, and (2) topic modeling, in which we infer hidden topics of text articles.

Community Detection Computational Efficiency +1