Proximal Limited-Memory Quasi-Newton Methods for Nonsmooth Nonconvex Optimization

Simeon vom Dahl, Alberto De Marchi, Christian Kanzow

We propose a regularized proximal quasi-Newton method (RPQN) for minimizing the sum of a continuously differentiable, possibly nonconvex function and a proper, lower semicontinuous…