Nonnegative Matrix Factorization via Rank-One Downdate

Michael Biggs, Ali Ghodsi, Stephen Vavasis

Nonnegative matrix factorization (NMF) was popularized as a tool for data mining by Lee and Seung in 1999. NMF attempts to approximate a matrix with nonnegative entries by a produc…