Sparse Separable Nonnegative Matrix Factorization

Nicolas Nadisic, Arnaud Vandaele, Jeremy E. Cohen +1

We propose a new variant of nonnegative matrix factorization (NMF), combining separability and sparsity assumptions. Separability requires that the columns of the first NMF factor…