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Gradient Learning With the Mode-Induced Loss: Consistency Analysis and Applications Journal article
Hong Chen, Youcheng Fu, Xue Jiang, Yanhong Chen, Weifu Li, Yicong Zhou, Feng Zheng. Gradient Learning With the Mode-Induced Loss: Consistency Analysis and Applications[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 35(7), 9686-9699.
Authors:  Hong Chen;  Youcheng Fu;  Xue Jiang;  Yanhong Chen;  Weifu Li; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2023/08/03
Gradient Learning (Gl)  Learning Theory  Mode-induced Loss  Rademacher Complexity  Variable Selection  
On the Benefits of Two Dimensional Metric Learning Journal article
Di Wu, Fan Zhou, Boyu Wang, Qicheng Lao, Chi Man Wong, Changjian Shui, Yuan Zhou, Feng Wan. On the Benefits of Two Dimensional Metric Learning[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 35(2), 1909-1921.
Authors:  Di Wu;  Fan Zhou;  Boyu Wang;  Qicheng Lao;  Chi Man Wong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2022/05/13
Two Dimensional Learning  Metric Learning  Rademacher Complexity  Boosting  Low-rank Matrices  
A new learning paradigm for random vector functional-link network: RVFL+ Journal article
Zhang,Peng Bo, Yang,Zhi Xin. A new learning paradigm for random vector functional-link network: RVFL+[J]. Neural Networks, 2020, 122, 94-105.
Authors:  Zhang,Peng Bo;  Yang,Zhi Xin
Favorite | TC[WOS]:69 TC[Scopus]:77  IF:6.0/7.9 | Submit date：2021/03/11
Rvfl++++  Krvfl++++  Learning Using Privileged Information  The Rademacher Complexity  Svm++++  Random Vector Functional Link Networks  
Finite Gaussian Mixture Model Based Multimodeling for Nonlinear Distributed Parameter Systems Journal article
Xu, Kangkang, Yang, Haidong, Zhu, Chengjiu, Hu, Luoke. Finite Gaussian Mixture Model Based Multimodeling for Nonlinear Distributed Parameter Systems[J]. IEEE Transactions on Industrial Informatics, 2019, 16(3), 1754-1763.
Authors:  Xu, Kangkang;  Yang, Haidong;  Zhu, Chengjiu;  Hu, Luoke
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:11.7/11.4 | Submit date：2021/12/06
Distributed Parameter Systems (Dpss)  Finite Gaussian Mixture Model (Fgmm)  Multiple Spatiotemporal Modeling  Principle Component Regression (Pcr)  Rademacher Complexity