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Byzantine-Robust Distributed Learning With Compression
Author: Zhu, Heng; Ling, Qing
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 280-294. DOI: 10.1109/TSIPN.2023.3265892
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A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization
Author: Zheng, Lifeng; Li, Huaqing; Li, Jun; Wang, Zheng; Lu, Qingguo; Shi, Yawei; Wang, Huiwei; Dong, Tao; Ji, Lianghao; Xia, Dawen
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 60-73. DOI: 10.1109/TSIPN.2023.3239698
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A Variable Parameter LMS Algorithm Based on Generalized Maximum Correntropy Criterion for Graph Signal Processing
Author: Zhao, Haiquan; Xiang, Wang; Lv, Shaohui
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 140-151. DOI: 10.1109/TSIPN.2023.3248948
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Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs
Author: You, Junxia; Yang, Lihua
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 207-216. DOI: 10.1109/TSIPN.2023.3264993
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Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks
Author: Yang, Yang; Wang, Xue; Li, Yanfei; Gorbachev, Sergey; Yue, Dong
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 1-12. DOI: 10.1109/TSIPN.2023.3239686
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Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification
Author: Yang, Rui; Dai, Wenrui; Li, Chenglin; Zou, Junni; Xiong, Hongkai
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 123-139. DOI: 10.1109/TSIPN.2023.3244112
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Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning
Author: Wang, Xin; Zhao, Chen; Huang, Tingwen; Chakrabarti, Prasun; Kurths, Juergen
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 13-23. DOI: 10.1109/TSIPN.2023.3239654
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Data Representation via Attribute Selection- Propagation Neural Network
Author: Wang, Beibei; Jiang, Bo
Journal: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2023; Vol. 9, Issue , pp. 258-267. DOI: 10.1109/TSIPN.2023.3266949