Unbiased Simulation for Optimizing Stochastic Function Compositions

20 November 2017

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 Tianyi Chen Yuejiao Sun W. Yin 139 82 0 25 Aug 2020
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 Quoc Tran-Dinh Nhan H. Pham Lam M. Nguyen 64 24 0 17 Feb 2020
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 Junyu Zhang Lin Xiao 132 56 0 29 Aug 2019