Sample Complexity of Sample Average Approximation for Conditional Stochastic Optimization

28 May 2019

Papers citing "Sample Complexity of Sample Average Approximation for Conditional Stochastic Optimization"

7 / 7 papers shown

Title
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment Tianze Wang Dongnan Gui Yifan Hu Shuhang Lin Linjun Zhang 40 0 0 25 Feb 2025
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces Shyam Sundhar Ramesh Pier Giuseppe Sessa Yifan Hu Andreas Krause Ilija Bogunovic OOD 44 10 0 05 Sep 2023
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms Minghao Yang Xiyuan Wei Tianbao Yang Yiming Ying 50 1 0 07 Jul 2023
Sample Average Approximation for Stochastic Programming with Equality Constraints T. Lew Riccardo Bonalli Marco Pavone 11 7 0 20 Jun 2022
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 46 35 0 24 Sep 2021
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning Yifan Hu Siqi Zhang Xin Chen Niao He ODL 41 55 0 25 Feb 2020
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 139 1,205 0 16 Aug 2016