Guarantees for Tuning the Step Size using a Learning-to-Learn Approach

                Xiang Wang 1 Shuai Yuan 1 Chenwei Wu 1 Rong Ge 1

             Abstract               rin et al. (2015) considered the idea of tuning these parame-
                                ters by optimization—that is, consider a meta-optimization
   Choosing the right parameters for optimization      problem where the goal is to find the best parameters for
   algorithms is often the key to their success in      an o ...