RAPID: Rapidly Accelerated Proximal Gradient Algorithms for Convex Minimization

Ziming Zhang, Venkatesh Saligrama

In this paper, we propose a new algorithm to speed-up the convergence of accelerated proximal gradient (APG) methods. In order to minimize a convex function $f(\mathbf{x})$, our al…