Coordinate projected gradient descent minimization and its application to orthogonal nonnegative matrix factorization

Flavia Chorobura, Daniela Lupu, Ion Necoara

In this paper we consider large-scale composite nonconvex optimization problems having the objective function formed as a sum of three terms, first has block coordinate-wise Lipsch…