Optimal Algorithms for Stochastic Multi-Level Compositional Optimization

被引：0

作者：

Jiang, Wei ^{[1
]}

Wang, Bokun ^{[2
]}

Wang, Yibo ^{[1
]}

Zhang, Lijun ^{[1
]}

Yang, Tianbao ^{[2
]}

机构：

[1] National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China

[2] Department of Computer Science, The University of Iowa, Iowa City, United States

来源：

arXiv | 2022年

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摘要：

Batch sizes - Convex functions - Multilevels - Nonconvex functions - Objective functions - Optimal samples - Optimisations - Sample complexity - Stochastics - Variance reduction methods

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