Randomized Nonnegative Matrix Factorization

N. Benjamin Erichson, Ariana Mendible, Sophie Wihlborn +1

Nonnegative matrix factorization (NMF) is a powerful tool for data mining. However, the emergence of `big data' has severely challenged our ability to compute this fundamental deco…