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Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis Journal article
Zhang,Hengmin, Gao,Junbin, Qian,Jianjun, Yang,Jian, Xu,Chunyan, Zhang,Bob. Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(2), 828 - 838.
Authors:  Zhang,Hengmin;  Gao,Junbin;  Qian,Jianjun;  Yang,Jian;  Xu,Chunyan; et al.
Favorite | TC[WOS]:10 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2023/08/03
Convergence  Global Convergence Analysis  Kurdyka-łojasiewicz (Kł) Property  Linear Programming  Linear Regression  Minimization  Nonconvex Admm  Nonconvex Composite Problem  Nonsmooth Con-vex Function  Optimization  Sparse Matrices  Task Analysis  
Clifford-Valued Distributed Optimization Based on Recurrent Neural Networks Journal article
Xia, Zicong, Liu, Yang, Kou, Kit Ian, Wang, Jun. Clifford-Valued Distributed Optimization Based on Recurrent Neural Networks[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(10), 7248 - 7259.
Authors:  Xia, Zicong;  Liu, Yang;  Kou, Kit Ian;  Wang, Jun
Favorite | TC[WOS]:31 TC[Scopus]:30  IF:10.2/10.4 | Submit date：2022/05/17
Clifford-valued Distributed Optimization  Clifford-valued Neural Networks  Lyapunov Theory  Nonsmooth Analysis