Y. Zuo

A diversifying hidden units method based on NMF for document representation

2016

Document modeling with hidden units as known as topics are very popular. Non-negative matrix factorization(NMF) is one of the most important techniques in document representation, which decomposes a document-term matrix into a document-topic matrix and …