New insights in smoothness and strong convexity with improved convergence of gradient descent

Lu Zhang, Jiani Wang, Hui Zhang

The starting assumptions to study the convergence and complexity of gradient-type methods may be the smoothness (also called Lipschitz continuity of gradient) and the strong convex…