FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets

Mingxing Tang, Zhen Huang, Linbo Qiao, Shuyang Du, Yuxing Peng, Changjian Wang. FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets. In Long Cheng 0001, Andrew Chi-Sing Leung, Seiichi Ozawa, editors, Neural Information Processing - 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part II. Volume 11302 of Lecture Notes in Computer Science, pages 181-193, Springer, 2018. [doi]

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