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GR-ADMM: A Communication Efficient Algorithm Based on ADMM
2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), 2021Xin Huang, Guozheng Wang, Yongmei Lei
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A theory of generalized proximity for ADMM
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017The alternating direction method of multipliers has become in recent years the most widely used proximal method for signal processing. In this paper, we lay the groundwork for a new notion of proximity and use it to illustrate that the method (ADMM) is actually somewhat of a maladroit rearrangement of a new, more practical procedure that generalizes ...
François D. Côté +2 more
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Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021Yuanyuan Liu +2 more
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ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020Yan Yang, Huibin Li
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IEEE Transactions on Parallel and Distributed Systems, 2022
Erkang Xue, Ruixin Guo, Guangzhi Qu
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Erkang Xue, Ruixin Guo, Guangzhi Qu
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A Distributed Dual Consensus ADMM Based on Partition for DC-DOPF With Carbon Emission Trading
IEEE Transactions on Industrial Informatics, 2020Linfeng Yang, Yan Xu, Zhenrong Zhang
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Plug-and-Play ADMM for Image Restoration: Fixed-Point Convergence and Applications
IEEE Transactions on Computational Imaging, 2017Stanley H Chan, Omar A Elgendy
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Inertial Proximal ADMM for Linearly Constrained Separable Convex Optimization
SIAM Journal on Imaging Sciences, 2015Caihua Chen +2 more
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