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Unbiased Simulation for Optimizing Stochastic Function Compositions

Unbiased Simulation for Optimizing Stochastic Function Compositions

Jose H. Blanchet
Shiqian Ma
G. Iyengar
Fengpei Li
Chao Zhou
ArXiv (abs)PDFHTML

Papers citing "Unbiased Simulation for Optimizing Stochastic Function Compositions"

5 / 5 papers shown
Title
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
Tianyi Chen
Yuejiao Sun
W. Yin
139
82
0
25 Aug 2020
Stochastic Multi-level Composition Optimization Algorithms with Level-Independent Convergence Rates
Stochastic Multi-level Composition Optimization Algorithms with Level-Independent Convergence Rates
Krishnakumar Balasubramanian
Saeed Ghadimi
A. Nguyen
109
34
0
24 Aug 2020
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization
Quoc Tran-Dinh
Nhan H. Pham
Lam M. Nguyen
64
24
0
17 Feb 2020
ES-MAML: Simple Hessian-Free Meta Learning
ES-MAML: Simple Hessian-Free Meta Learning
Xingyou Song
Wenbo Gao
Yuxiang Yang
K. Choromanski
Aldo Pacchiano
Yunhao Tang
154
118
0
25 Sep 2019
Multi-Level Composite Stochastic Optimization via Nested Variance Reduction
Multi-Level Composite Stochastic Optimization via Nested Variance Reduction
Junyu Zhang
Lin Xiao
132
56
0
29 Aug 2019

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