Search Results - "Single-loop algorithm"

A Single-Loop Algorithm for Weighted Sum Rate Maximization in Multiuser MIMO Systems With Per-Antenna Power Constraints

Authors: Xianzhi Hu Xuchu Dai

Source: IEEE Transactions on Wireless Communications. 23:495-506

A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse

Authors: Li, Junyi Gu, Bin Huang, Heng

Source: Proceedings of the AAAI Conference on Artificial Intelligence. 36:7426-7434

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 01 natural sciences, Machine Learning (cs.LG), 0105 earth and related environmental sciences

Access URL: http://arxiv.org/abs/2112.04660

Linear Convergence Analysis of Single-loop Algorithm for Bilevel Optimization via Small-gain Theorem

Authors: Li, Jianhui Pu, Shi Chen, Jianqi et al.

Subject Terms: Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2412.00659

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness

Authors: Gong, Xiaochuan Hao, Jie Liu, Mingrui

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2412.20017

Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis

Authors: Zeng, Sihan Bhatt, Sujay Koppel, Alec et al.

Subject Terms: Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2408.04780

A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data

Authors: Li, Jiajin Tang, Jianheng Kong, Lemin et al.

Index Terms: Computer Science - Computational Geometry, Computer Science - Machine Learning, Mathematics - Optimization and Control, text

URL: http://arxiv.org/abs/2303.06595

A Single-Loop Algorithm for Decentralized Bilevel Optimization

Authors: Dong, Youran Ma, Shiqian Yang, Junfeng et al.

Index Terms: Mathematics - Optimization and Control, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2311.08945

ALEXR: An Optimal Single-Loop Algorithm for Convex Finite-Sum Coupled Compositional Stochastic Optimization

Authors: Wang, Bokun Yang, Tianbao

Index Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2312.02277

A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse

Authors: Li, Junyi Gu, Bin Huang, Heng

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2112.04660

Reliability-based design optimization of ship structure using SMOTE algorithm and dynamic surrogate model

Authors: LIU Jing WANG Deyu

Source: Zhongguo Jianchuan Yanjiu, Vol 15, Iss 5, Pp 114-123 (2020)

Subject Terms: ship structure, reliability-based design optimization, dynamic surrogate model, synthetic minority over-sampling technique (smote), bp neural network model, single loop algorithm (sla), Naval architecture. Shipbuilding. Marine engineering, VM1-989

File Description: electronic resource

Relation: http://html.rhhz.net/ZGJCYJ/html/2020-5-114.htm; https://doaj.org/toc/1673-3185

Access URL: https://doaj.org/article/79bd9493983c4ee49466618978ffc01e

A Single-loop Proximal Subgradient Algorithm for A Class Structured Fractional Programs.

Authors: Han, Deren Tao, Min Xia, Zihao

Source: Journal of Scientific Computing; Sep2025, Vol. 104 Issue 3, p1-27, 27p

An Effective Couple Method for Reliability-Based Multi-Objective Optimization of Truss Structures with Static and Dynamic Constraints

Authors: Vo-Duy, T. (author) Duong-Gia, D. (author) Ho-Huu, V. (author) et al.

Source: International Journal of Computational Methods. 17:1950016

Subject Terms: Multi-objective optimization, non-dominated sorting genetic algorithm II (NSGA-II), reliability-based multi-objective optimization, 11. Sustainability, 0211 other engineering and technologies, static and dynamic constraints, 02 engineering and technology, uncertainty, single-loop algorithm, 0201 civil engineering

Access URL: https://repository.tudelft.nl/islandora/object/uuid%3Afab05adb-73b3-4261-8102-f15c943ef27a/datastream/OBJ/download
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https://www.narcis.nl/publication/RecordID/oai%3Atudelft.nl%3Auuid%3Afab05adb-73b3-4261-8102-f15c943ef27a
https://www.worldscientific.com/doi/abs/10.1142/S0219876219500166
https://repository.tudelft.nl/islandora/object/uuid%3Afab05adb-73b3-4261-8102-f15c943ef27a
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Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees.

Authors: Zeng, Siliang Hong, Mingyi Garcia, Alfredo

Source: Operations Research; Mar/Apr2025, Vol. 73 Issue 2, p720-737, 18p

Subject Terms: DISCRETE choice models, MAXIMUM likelihood statistics, REINFORCEMENT learning, COMPUTER programming, MARKOV processes

Nonconvex Regularized Gradient Projection Sparse Reconstruction for Massive MIMO Channel Estimation.

Authors: Wu, Pengxia Cheng, Julian

Source: IEEE Transactions on Communications; Nov2021, Vol. 69 Issue 11, p7722-7735, 14p

Subject Terms: CHANNEL estimation, CONVEX functions, COMPUTATIONAL complexity, APPROXIMATION algorithms, ALGORITHMS

A unified single-loop alternating gradient projection algorithm for nonconvex–concave and convex–nonconcave minimax problems.

Authors: Xu, Zi Zhang, Huiling Xu, Yang et al.

Source: Mathematical Programming. Sep2023, Vol. 201 Issue 1/2, p635-706. 72p.

Subject Terms: *ALGORITHMS, *PROBLEM solving

A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization

Authors: Lu, Songtao

Index Terms: Mathematics - Optimization and Control, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Mathematics - Numerical Analysis, text

URL: http://arxiv.org/abs/2207.05650

Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization

Authors: Thekumparampil, Kiran Koshy He, Niao Oh, Sewoong

Index Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2201.07427

Stochastic first-order methods for convex and nonconvex functional constrained optimization.

Authors: Boob, Digvijay Deng, Qi Lan, Guanghui

Source: Mathematical Programming; Jan2023, Vol. 197 Issue 1, p215-279, 65p

Subject Terms: CONSTRAINED optimization, OPERATIONS research, INTERIOR-point methods, ROBUST optimization, MACHINE learning, SUPERVISED learning, EXTRAPOLATION

An improved maximum entropy method via fractional moments with Laplace transform for reliability analysis.

Authors: Li, Gang He, Wanxin Zeng, Yan

Source: Structural & Multidisciplinary Optimization; Apr2019, Vol. 59 Issue 4, p1301-1320, 20p

Subject Terms: MAXIMUM entropy method, LAPLACE transformation, RANDOM variables, RELIABILITY in engineering, LINEAR equations

Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing

Authors: Li, Rui Ouyang, Tao Zeng, Liekang et al.

Index Terms: Computer Science - Distributed, Parallel, and Cluster Computing, text

URL: http://arxiv.org/abs/2406.19613