Sparse topic modeling via spectral decomposition and thresholding

Huy Tran, Yating Liu, Claire Donnat

The probabilistic Latent Semantic Indexing model assumes that the expectation of the corpus matrix is low-rank and can be written as the product of a topic-word matrix and a word-d…