Developers proudly open-sourced breakthrough models one week—and raced to patent their internal optimization algorithms the next. The contradiction wasn’t hypocrisy. It was strategy.

Abstract: In this paper we present new algorithms for non-negative matrix approximation (NMA), commonly known as the NMF problem. Our methods improve upon the well-known methods of Lee & Seung [12] ...