Search Results - decentralized asynchronous algorithm

Asynchronous Algorithms for Decentralized Resource Allocation over Directed Networks by Lu, Qingguo, Liao, Xiaofeng, Deng, Shaojiang, Li, Huaqing

“…In this article, we consider a class of decentralized resource allocation problems over directed networks, where each node only communicates with its in-neighbors and attempts to minimize its own cost…”
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BDAFL: A Blockchain-Integrated Decentralized Asynchronous Federated Learning Algorithm in Industrial Internet by Zhang, Wenbo, Dong, Jialin, Han, Guangjie, Zhao, Yuchen

“… To address these, we propose the Blockchain-integrated Decentralized Asynchronous Federated Learning (BDAFL) algorithm…”
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Decentralized Dual Proximal Gradient Algorithms for Non-Smooth Constrained Composite Optimization Problems by Li, Huaqing, Hu, Jinhui, Ran, Liang, Wang, Zheng, Lu, Qingguo, Du, Zhenyuan, Huang, Tingwen

“…Decentralized dual methods play significant roles in large-scale optimization, which effectively resolve many constrained optimization problems in machine learning and power systems…”
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A Decentralised Asynchronous Optimisation Algorithm with an Application to Phase Retrieval by Mafakheri, Behnam, Manton, Jonathan H., Shames, Iman

“… Our main contribution is a new algorithm, partially asynchronous ADMM, designed to solve decentralised optimisation problems like phase retrieval…”
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Decentralized asynchronous adaptive federated learning algorithm for securely prediction of distributed power data by Li, Qiang, Liu, Di, Cao, Hui, Liao, Xiao, Lai, Xuanda, Cui, Wei

“… To surmount the issues of exorbitant computational expenses and privacy breaches of traditional centralized prediction methods, this paper proposes a decentralized asynchronous adaptive federated…”
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An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem by Zhang, Chao, Qian, Hui, Xie, Jiahao

“… In this paper, we focus on the decentralized setting for WBP and propose an asynchronous decentralized algorithm (A\(^2\)DWB). A\(^2…”
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A decentralized convergence detection algorithm for asynchronous parallel iterative algorithms by Bahi, J.M., Contassot-Vivier, S., Couturier, R., Vernier, F.

“…We introduce a theoretical algorithm and its practical version to perform a decentralized detection of the global convergence of parallel asynchronous iterative algorithms…”
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Asynchronous decentralized algorithms for the noisy 20 questions problem by Tsiligkaridis, Theodoros

“… Agents are equipped with sensors capable of fast information processing, and we propose an asynchronous decentralized algorithm for controlling their search based on noisy observations…”
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Decentralized 3-D Target Tracking in Asynchronous 2-D Radar Network: Algorithm and Performance Evaluation by Yan, Junkun, Liu, Hongwei, Pu, Wenqiang, Bao, Zheng

“… To deal with this problem, this paper presents a decentralized asynchronous track-to-track fusion (DAT2TF) algorithm…”
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A Decentralized Asynchronous Collaborative Genetic Algorithm for Heterogeneous Multi-agent Search and Rescue Problems by Pallin, Martin, Rashid, Jayedur, Ogren, Petter

“…In this paper we propose a version of the Genetic Algorithm (GA) for combined task assignment and path planning that is highly decentralized in the sense…”
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An Asynchronous Parallel Algorithm Framework for Decentralized Pose Graph Optimization by Guo, Guanghui, Yi, Peng

“…This paper proposes an asynchronous parallel algorithm framework for decentralized pose graph optimization (PGO…”
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Asynchronous Decentralized Algorithm for Space-Time Cooperative Pathfinding by Čáp, Michal, Novák, Peter, Vokřínek, Jiří, Pěchouček, Michal

“… In this paper we present an asynchronous decentralized variant of prioritized planning ADPP and its interruptible version IADPP…”
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Asynchronous latency analysis on decentralized iterative algorithms for large scale networked systems by Liu Zhe, Chen Xi, Jiang Ziyan, Qiao Lifeng, Guan Xiaohong

“… This paper investigates the latency impact of asynchronous decentralized algorithms with the contractive property on convergence…”
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Online Learning from data streams via decentralized and asynchronous SGD by Tosi, Mauro Dalle Lucca, Theobald, Martin

“… Traditional OL algorithms, while efficient and less resource-intensive than conventional ML methods, often fall short in solving non-linear, high-dimensional problems…”
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A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy by Xu, Jie, Zhang, Wei, Wang, Fei

“… Recently, the asynchronous decentralized parallel stochastic gradient descent (ADPSGD) algorithm has been proposed and demonstrated to be an efficient and practical…”
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Decentralized state estimation of combined heat and power systems using the asynchronous alternating direction method of multipliers by Zhang, Tong, Li, Zhigang, Wu, Q.H., Zhou, Xiaoxin

“…•Dynamic state estimation for combined heat and power systems is formulated.•A decentralized algorithm based on the asynchronous alternating direction method of multipliers is developed…”
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A decentralized and fault tolerant convergence detection algorithm for asynchronous iterative algorithms by Charr, Jean-Claude, Couturier, Raphaël, Laiymani, David

“…This article presents an algorithm that performs a decentralized detection of the global convergence of parallel asynchronous iterative applications…”
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Asynchrounous Decentralized Learning of a Neural Network by Liang, Xinyue, Javid, Alireza M., Skoglund, Mikael, Chatterjee, Saikat

“…) in a decentralized scenario. Using this algorithm namely asynchronous decentralized SSFN (dSSFN), we provide the centralized equivalent solution under certain technical assumptions…”
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Asynchronous Decentralized Learning over Unreliable Wireless Networks by Jeong, Eunjeong, Zecchin, Matteo, Kountouris, Marios

“… with fixed topologies and reliable workers. In this work, we propose an asynchronous decentralized stochastic gradient descent (DSGD…”
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A Decentralized and Fault Tolerant Convergence Detection Algorithm for Asynchronous Iterative Algorithms by Charr, Jean-Claude, Couturier, Raphaël, Laiymani, David

“…This article presents an algorithm that performs a decentralized detection of the global convergence of parallel asynchronous iterative applications…”
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