MM-algorithms for traditional and convex NMF with Tweedie and Negative Binomial cost functions and empirical evaluation

Elisabeth Sommer James, Asger Hobolth, Marta Pelizzola

Non-negative matrix factorisation (NMF) is a widely used tool for unsupervised learning and feature extraction, with applications ranging from genomics to text analysis and signal…