Accelerating Asynchronous Algorithms for Convex Optimization by Momentum Compensation

Cong Fang, Yameng Huang, Zhouchen Lin

Asynchronous algorithms have attracted much attention recently due to the crucial demands on solving large-scale optimization problems. However, the accelerated versions of asynchr…