On the Connection Between Non-negative Matrix Factorization and Latent Dirichlet Allocation

Benedikt Geiger, Peter J. Park

Non-negative matrix factorization with the generalized Kullback-Leibler divergence (NMF) and latent Dirichlet allocation (LDA) are two popular approaches for dimensionality reducti…