Automatic Model-Order Selection for Nonnegative Matrix Factorization via Column ${\ell }_{2,0}$ Regularization

Yulin He, Ran Gu

Nonnegative matrix factorization represents nonnegative signals as additive combinations of latent components, but its factorization rank, and hence the model order, must usually b…