Algorithms for Non-Negative Matrix Factorization on Noisy Data With Negative Values

Dylan Green, Stephen Bailey

Non-negative matrix factorization (NMF) is a dimensionality reduction technique that has shown promise for analyzing noisy data, especially astronomical data. For these datasets, t…