Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints

1 November 2023

Papers citing "Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints"

6 / 6 papers shown

Title
Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints Ming Yang Gang Li Quanqi Hu Qihang Lin Tianbao Yang 31 0 0 21 Apr 2025
Bregman Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Zeroth-order Optimization Qiankun Shi Xiao Wang Hao Wang 30 0 0 13 Apr 2025
Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints Ruichuan Huang Jiawei Zhang Ahmet Alacaoglu 44 0 0 10 Apr 2025
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization Wei Liu Yangyang Xu 71 3 0 31 Jan 2025
Developing Lagrangian-based Methods for Nonsmooth Nonconvex Optimization Nachuan Xiao Kuang-Yu Ding Xiaoyin Hu Kim-Chuan Toh 26 2 0 15 Apr 2024
GT-STORM: Taming Sample, Communication, and Memory Complexities in Decentralized Non-Convex Learning Xin Zhang Jia Liu Zhengyuan Zhu Elizabeth S. Bentley 34 14 0 04 May 2021