Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization

Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney

Abstract: In this work, we investigate the accelerated proximal gradient method for nonconvex programming (APGnc). The method compares between a usual proximal gradient step and a linear extrapolation step, ...