On rank-2 Nonnegative Matrix Factorizations and their variants

Etna Lindy, Vanni Noferini, Paul Van Dooren

We consider the problem of finding the best nonnegative rank-2 approximation of an arbitrary nonnegative matrix. We first revisit the theory, including an explicit parametrization…