A Simple yet Universal Strategy for Online Convex Optimization

Lijun Zhang, Guanghui Wang, Jinfeng Yi, Tianbao Yang

Abstract: Recently, several universal methods have been proposed for online convex optimization, and attain minimax rates for multiple types of convex functions simultaneously. However, they need to design a...