机译:随机方差使用信任区域类似方案减少梯度方法
Hebei Univ Technol Sch Artificial Intelligence Tianjin 300401 Peoples R China;
Hebei Univ Technol Inst Math Tianjin 300401 Peoples R China;
Chinese Acad Sci Acad Math & Syst Sci Inst Computat Math & Sci Engn Comp State Key Lab Sci & Engn Comp Beijing 100190 Peoples R China|Univ Chinese Acad Sci Sch Math Sci Beijing 100049 Peoples R China;
Hebei Univ Technol Inst Math Tianjin 300401 Peoples R China|Natl Univ Singapore Sch Business Singapore 119245 Singapore;
Stochastic variance reduced gradient; Trust region; Barzilai-Borwein stepsizes; Mini-batches; Empirical risk minimization; 90C06; 90C30; 90C90; 90C25;