Mitsuru Toyoda

Lipschitz continuously smoothing accelerated proximal gradient method

This paper presents smoothing proximal gradient methods using smooth approximation that is Lipschitz continuous with respect to a smoothing parameter in a non-differentiable term in an objective function. Furthermore, an accelerated proximal gradient method exploiting the strong...