Review for NeurIPS paper: Exploiting the Surrogate Gap in Online Multiclass Classification

Neural Information Processing Systems 

The paper presents a new algorithm for a problem that is relevant for the conference. The paper is unclear in some places, however. Therefore, we strongly urge you to work to make the presentation simpler (e.g., is it possible to simplify the notation in some way to make the paper more "broadly accessible" as suggested by reviewer #2).