DAMO Academy, Alibaba Group, Bellevue, WA 98004; University of Pennsylvania, Philadelphia, PA 19104; Tsinghua University, Beijing, China 100084
Xinmeng Huang, Kun Yuan, Xianghui Mao, Wotao Yin
convex optimization;stochastic optimization;SGD;variance reduction
An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders