A fast two-stage algorithm for non-negative matrix factorization in streaming data

Ran Gu, Qiang Du, Simon J. L. Billinge

In this article, we study algorithms for nonnegative matrix factorization (NMF) in various applications involving streaming data. Utilizing the continual nature of the data, we dev…