Finite-sum Composition Optimization via Variance Reduced Gradient Descent

Xiangru Lian, Mengdi Wang, Ji Liu. Finite-sum Composition Optimization via Variance Reduced Gradient Descent. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 1159-1167, JMLR.org, 2017. [doi]

Abstract

Abstract is missing.