Non-Negative Matrix Factorization, Convexity and Isometry

Nikolaos Vasiloglou, Alexander G. Gray, David V. Anderson

In this paper we explore avenues for improving the reliability of dimensionality reduction methods such as Non-Negative Matrix Factorization (NMF) as interpretive exploratory data…