Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty

Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty

30 June 2015

Vladimir Pavlovic

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Papers citing "Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty"

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Title
FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning Yongcun Song Ziqi Wang Enrique Zuazua FedML 73 4 0 21 Feb 2024
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM Ziba Parsons Fei Dou Houyi Du Zheng Song Jin Lu 73 3 0 25 Apr 2023
Federated Learning via Inexact ADMM Shenglong Zhou Geoffrey Ye Li FedML 117 64 0 22 Apr 2022
Communication-Efficient ADMM-based Federated Learning Shenglong Zhou Geoffrey Ye Li FedML 115 23 0 28 Oct 2021
Distributed ADMM with Synergetic Communication and Computation Zhuojun Tian Zhaoyang Zhang Jue Wang Xiaoming Chen Wei Wang Huaiyu Dai 19 12 0 29 Sep 2020
Differentially Private ADMM for Convex Distributed Learning: Improved Accuracy via Multi-Step Approximation Zonghao Huang Yanmin Gong FedML 44 11 0 16 May 2020
A Distributed ADMM Approach to Non-Myopic Path Planning for Multi-Target Tracking Soon-Seo Park Youngjae Min Jung-Su Ha Doo-Hyun Cho Han-Lim Choi 61 17 0 29 Jul 2018
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms Xueru Zhang Mohammad Mahdi Khalili M. Liu FedML 104 91 0 06 Jun 2018
Non-stationary Douglas-Rachford and alternating direction method of multipliers: adaptive stepsizes and convergence D. Lorenz Quoc Tran-Dinh 64 26 0 11 Jan 2018
Adaptive Consensus ADMM for Distributed Optimization Zheng Xu Gavin Taylor Hao Li Mário A. T. Figueiredo Xiaoming Yuan Tom Goldstein 60 62 0 09 Jun 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation Zheng Xu Mário A. T. Figueiredo Xiaoming Yuan Christoph Studer Tom Goldstein 49 42 0 10 Apr 2017
Adaptive ADMM with Spectral Penalty Parameter Selection Zheng Xu Mário A. T. Figueiredo Thomas A. Goldstein ODL 61 112 0 24 May 2016