Sequential Quadratic Optimization for Nonlinear Equality Constrained
Stochastic Optimization

Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization

20 July 2020

Frank E. Curtis

Daniel P. Robinson

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Papers citing "Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization"

19 / 19 papers shown

Title
Progressively Sampled Equality-Constrained Optimization Frank E. Curtis Lingjun Guo Daniel P. Robinson 24 0 0 01 Oct 2025
humancompatible.train: Implementing Optimization Algorithms for Stochastically-Constrained Stochastic Optimization Problems Andrii Kliachkin Jana Lepšová Gilles Bareilles Jakub Marecek 24 0 0 25 Sep 2025
Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints Ming-Hsuan Yang Gang Li Quanqi Hu Qihang Lin Tianbao Yang 138 3 0 21 Apr 2025
Bregman Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Zeroth-order Optimization Qiankun Shi Xiao Wang Hao Wang 102 0 0 13 Apr 2025
High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise Yuchen Fang Javad Lavaei Katya Scheinberg 129 0 0 24 Mar 2025
Trust-Region Sequential Quadratic Programming for Stochastic Optimization with Random Models Yuchen Fang Sen Na Michael W. Mahoney Mladen Kolar 165 3 0 24 Sep 2024
Physics-Informed Neural Networks with Trust-Region Sequential Quadratic Programming Xiaoran Cheng Sen Na PINN 128 1 0 16 Sep 2024
Single-Loop Deterministic and Stochastic Interior-Point Algorithms for Nonlinearly Constrained Optimization Frank E. Curtis Xin Jiang Qi Wang 63 4 0 29 Aug 2024
Scaling physics-informed hard constraints with mixture-of-experts N. Chalapathi Yiheng Du Aditi Krishnapriyan AI4CE 165 23 0 20 Feb 2024
Almost-sure convergence of iterates and multipliers in stochastic sequential quadratic optimizationJournal of Optimization Theory and Applications (JOTA), 2023 Frank E. Curtis Xin Jiang Qi Wang 125 6 0 07 Aug 2023
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative SketchingInternational Conference on Machine Learning (ICML), 2023 Ilgee Hong Sen Na Michael W. Mahoney Mladen Kolar 92 6 0 28 May 2023
A Stochastic-Gradient-based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization ProblemsSIAM Journal on Optimization (SIOPT), 2023 Frank E. Curtis Vyacheslav Kungurtsev Daniel P. Robinson Qi Wang 78 13 0 28 Apr 2023
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained OptimizationNeural Information Processing Systems (NeurIPS), 2023 Yan Huang Qihang Lin 155 14 0 30 Jan 2023
A Sequential Quadratic Programming Method with High Probability Complexity Bounds for Nonlinear Equality Constrained Stochastic OptimizationSIAM Journal on Optimization (SIOPT), 2023 A. Berahas Miao Xie Baoyu Zhou 116 16 0 01 Jan 2023
Fully Stochastic Trust-Region Sequential Quadratic Programming for Equality-Constrained Optimization ProblemsSIAM Journal on Optimization (SIAM J. Optim.), 2022 Yuchen Fang Sen Na Michael W. Mahoney Mladen Kolar 110 33 0 29 Nov 2022
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming Sen Na Michael W. Mahoney 241 10 0 27 May 2022
Inequality Constrained Stochastic Nonlinear Optimization via Active-Set Sequential Quadratic ProgrammingMathematical programming (Math. Program.), 2021 Sen Na M. Anitescu Mladen Kolar 113 42 0 23 Sep 2021
A Stochastic Sequential Quadratic Optimization Algorithm for Nonlinear Equality Constrained Optimization with Rank-Deficient Jacobians A. Berahas Frank E. Curtis Michael OÑeill Daniel P. Robinson 113 41 0 24 Jun 2021
An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented LagrangiansMathematical programming (Math. Program.), 2021 Sen Na M. Anitescu Mladen Kolar 179 53 0 10 Feb 2021