This letter aims to enhance the use of the Frank-Wolfe (FW) algorithm for training deep neural networks. Similar to any gradient-based optimization algorithm, FW suffers from high computational and ...

In this paper, we investigate the idea of employing the momentum technique in the iteratively preconditioned gradient-descent (IPG) algorithm with the aim of an improved performance than our previous ...