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Distributed Subgradient-Free Stochastic Optimization Algorithm for Nonsmooth Convex Functions over Time-Varying Networks

  • Published:2019-01 Issue:4 Volume:57 Page:2821-2842
  • ISSN:0363-0129
  • Container-title:SIAM Journal on Control and Optimization
  • language:en
  • Short-container-title:SIAM J. Control Optim.

Author:

Wang Yinghui,Zhao Wenxiao,Hong Yiguang,Zamani Mohsen

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Control and Optimization

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1. Gradient Free Personalized Federated Learning;Proceedings of the 53rd International Conference on Parallel Processing;2024-08-12

2. Distributed Unbalanced Optimization Design Over Nonidentical Constraints;IEEE Transactions on Network Science and Engineering;2024-07

3. Achieving the Social Optimum in a Nonconvex Cooperative Aggregative Game: A Distributed Stochastic Annealing Approach;IEEE Transactions on Neural Networks and Learning Systems;2024

4. Distributed zeroth-order optimization: Convergence rates that match centralized counterpart;Automatica;2024-01

5. An Almost Sure Convergence Analysis of Zeroth-Order Mirror Descent Algorithm;2023 American Control Conference (ACC);2023-05-31
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