Nicholas D. Sidiropoulos

Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm

2016 · arXiv (Cornell University)

In topic modeling, many algorithms that guarantee identifiability of the topics have been developed under the premise that there exist anchor words -- i.e., words that only appear (with positive probability) in one topic. Follow-up …