Convergence of the Stochastic Heavy Ball Method With Approximate Gradients and/or Block Updating

Uday Kiran Reddy Tadipatri, Mathukumalli Vidyasagar

In this paper, we establish the convergence of the stochastic Heavy Ball (SHB) algorithm under more general conditions than in the current literature. Specifically, (i) The stochas…