Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent

Yitan Li, Linli Xu, Xiaowei Zhong +1

Asynchronous parallel optimization algorithms for solving large-scale machine learning problems have drawn significant attention from academia to industry recently. This paper prop…