Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data

Shuai Zheng 0004, James Tin-Yau Kwok. Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 5927-5935, JMLR.org, 2018. [doi]

Abstract

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