Sum-of-norms regularized Nonnegative Matrix Factorization

Andersen Ang, Waqas Bin Hamed, Hans De Sterck

When applying nonnegative matrix factorization (NMF), the rank parameter is generally unknown. This rank, called the nonnegative rank, is usually estimated heuristically since comp…