Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices

Austin R. Benson, Jason D. Lee, Bartek Rajwa +1

Numerous algorithms are used for nonnegative matrix factorization under the assumption that the matrix is nearly separable. In this paper, we show how to make these algorithms effi…