Adaptive Three Operator Splitting

Fabian Pedregosa, Gauthier Gidel

Abstract: We propose and analyze a novel adaptive step size variant of the Davis-Yin three operator splitting, a method that can solve optimization problems composed of a sum of a smooth term for which we ha...