Distributed Optimization Publications

Publications in Distributed Optimization

Explore the most influential research papers and scholarly works that have shaped Distributed Optimization. Use the concept filter below to focus on a specific sub-area of research.

Distributed Optimization

1.7K

Publications

135K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers Stephen Boyd Foundations and Trends® in Machine Learning Statistical LearningEngineeringMachine LearningContinuous OptimizationConvex Optimization	2010	15.6K
Consensus and Cooperation in Networked Multi-Agent Systems Reza Olfati‐Saber, J.A. Fax, Richard M. Murray Proceedings of the IEEE EngineeringNetworked ControlNetwork AnalysisMulti-agent Networked SystemsNetwork Dynamic	2007	10.2K
Distributed Subgradient Methods for Multi-Agent Optimization Angelia Nedić, Asuman Ozdaglar IEEE Transactions on Automatic Control Convergence Rate ResultsEngineeringDistributed AlgorithmsConvergence Rate EstimatesConvex Optimization	2009	3.6K
Constrained Consensus and Optimization in Multi-Agent Networks A. Nedić, Asuman Ozdaglar, Pablo A. Parrilo IEEE Transactions on Automatic Control Consensus ValueNetwork ScienceTime-varying ConnectivityEngineeringDistributed Coordination	2010	2.1K
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konečný, H. Brendan McMahan, Daniel Ramage, arXiv (Cornell University) Artificial IntelligenceCluster ComputingEngineeringMachine LearningDistributed Algorithms	2016	1.7K
EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization Wei Shi, Qing Ling, Gang Wu, SIAM Journal on Optimization Blockchain Consensus ProtocolNetwork ScienceEngineeringDistributed CoordinationDecentralized Consensus Optimization	2015	1.3K
A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems Daniel K. Molzahn, Florian Dörfler, Henrik Sandberg, IEEE Transactions on Smart Grid Distributed Energy SystemControl AlgorithmsEngineeringPower Grid OperationSmart Grid	2017	1.2K
Distributed Optimization Over Time-Varying Directed Graphs Angelia Nedić, Alex Olshevsky IEEE Transactions on Automatic Control EngineeringNetwork AnalysisDynamic NetworkCombinatorial OptimizationNetwork Optimization	2014	1.2K
Diffusion LMS Strategies for Distributed Estimation Federico S. Cattivelli, Ali H. Sayed IEEE Transactions on Signal Processing Diffusion LmsWireless CommunicationsEngineeringNetwork AnalysisStatistical Signal Processing	2009	1.2K
Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs Angelia Nedić, Alex Olshevsky, Wei Shi SIAM Journal on Optimization Mathematical ProgrammingEngineeringDistributed AlgorithmsNetwork AnalysisDistributed Ai System	2017	1K
Distributed optimization in sensor networks Michael Rabbat, Robert D. Nowak EngineeringDistributed AlgorithmsNetwork AnalysisNumber Incremental StepsSensor Connectivity	2004	912
A survey of distributed optimization Tao Yang, Xinlei Yi, Junfeng Wu, Annual Reviews in Control EngineeringDistributed AlgorithmsDistributed OptimizationDistributed Constraint OptimizationDistributed Ai System	2019	834

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