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Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 50, 期号: 5, 页码: 2321-2334
Authors:  Fang, Jian;  Lin SB(林绍波);  Xu ZB(徐宗本)
Adobe PDF(881Kb)  |  Favorite  |  View/Download:77/15  |  Submit date:2019/01/13
Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
Fast Learning With Polynomial Kernels 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 10, 页码: 3780-3792
Authors:  Lin SB(林绍波);  Zeng, Jinshan
Adobe PDF(1160Kb)  |  Favorite  |  View/Download:62/11  |  Submit date:2018/07/31
Kernel Methods  Learning Systems  Learning Theory  Polynomial Kernel  
Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
Adobe PDF(1858Kb)  |  Favorite  |  View/Download:316/81  |  Submit date:2018/07/31
Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace