Lei Liu

A Stochastic Recursive Gradient Algorithm with Random Barzilai-Borwein Step Size for Convex Optimization

This work proposes to integrate the importance sampling strategy with mini-batch techniques into the SARAH framework, developing a variant termed SARAH-MI-RBB, which outperforms existing state-of-the-art methods in its class.