Differentially Private Distributed Optimization Over Time-Varying Unbalanced Networks With Linear Convergence Rates

Zhen Yang; Wangli He; Shaofu Yang

doi:10.1109/tsp.2025.3544517

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Differentially Private Distributed Optimization Over Time-Varying Unbalanced Networks With Linear Convergence Rates

Zhen Yang Wangli He Shaofu Yang

Year: 2025 Journal: IEEE Transactions on Signal Processing Vol: 73 Pages: 1138-1152 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tsp.2025.3544517

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Keywords:

Convergence (economics) Computer science Linear programming Mathematical optimization Rate of convergence Signal processing Control theory (sociology) Mathematics Telecommunications Artificial intelligence

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Cooperative Communication and Network Coding

Physical Sciences → Computer Science → Computer Networks and Communications

Advanced Wireless Network Optimization

Physical Sciences → Engineering → Electrical and Electronic Engineering

Advanced MIMO Systems Optimization

Physical Sciences → Engineering → Electrical and Electronic Engineering

Differentially Private Distributed Optimization Over Time-Varying Unbalanced Networks With Linear Convergence Rates

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