A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints

Bin Hu, Peter Seiler, Anders Rantzer. A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints. In Satyen Kale, Ohad Shamir, editors, Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017. Volume 65 of JMLR Workshop and Conference Proceedings, pages 1157-1189, JMLR.org, 2017. [doi]

Abstract

Abstract is missing.