Gauss-Southwell type descent methods for low-rank matrix optimization

Guillaume Olikier, André Uschmajew, Bart Vandereycken

We consider gradient-related methods for low-rank matrix optimization with a smooth cost function. The methods operate on single factors of the low-rank factorization and share asp…