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Learning With Coefficient-Based Regularized Regression on Markov Resampling Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4166-4176
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan;  Han, Hua
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Coefficient-based regularized regression (CBRR)  learning rate  Markov resampling  uniformly ergodic Markov chain (u.e.M.c.)  
Learning with Coefficient-Based Regularized Regression on Markov Resampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 9,Page: 4166-4176
Authors:  Li L.;  Li W.;  Zou B.;  Wang Y.;  Tang Y.Y.;  Han H.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Coefficient-based regularized regression (CBRR)  learning rate  Markov resampling  uniformly ergodic Markov chain (u.e.M.c.)  
The Generalization Ability of SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2015,Volume: 45,Issue: 6,Page: 1169-1179
Authors:  Jie Xu;  Yuan Yan Tang,;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu;  Baochang Zhang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Generalization Ability  Learning Rate  Markov Sampling  Support Vector Machine Classification (Svmc)  
The Generalization Ability of Online SVM Classification Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 3,Page: 628-639
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite  |  View/Download:1/0  |  Submit date:2019/04/30
Generalization Ability  Markov Sampling  Online Support Vector Machine (Svm) Classification  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Generalization ability of extreme learning machine with uniformly ergodic Markov chains Journal article
Neurocomputing, 2015,Volume: 167,Page: 528-534
Authors:  Yuan P.;  Chen H.;  Zhou Y.;  Deng X.;  Zou B.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/21
Extreme Learning Machine  Generalization Ability  Uniformly Ergodic Markov Chain  
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 9,Page: 1497 - 1507
Authors:  Bin Zou;  Yuan Yan Tang;  Zongben Xu;  Luoqing Li;  Jie Xu;  Yang Lu
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Generalization Performance  Markov Sampling  Regularized Regression Algorithms  Uniformly Ergodic Markov Chain  
Generalization performance of Gaussian kernels SVMC based on Markov sampling Journal article
Neural Networks, 2014,Volume: 53,Page: 40-51
Authors:  Jie Xu;  Yuan Yan Tang;  Bin Zou;  Zongben Xu;  Luoqing Li;  Yang Lu
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Gaussian Rbf Kernels  Generalization Performance  Markov Sampling  Svmc  Uniformly Ergodic Markov Chain (U.e.m.c.)  
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2013,Volume: 24,Issue: 2,Page: 288-300
Authors:  Bin Zou;  Luoqing Li;  Zongben Xu;  Tao Luo;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Fisher Linear Discriminant (Fld)  Generalization Performance  Markov Sampling  Uniformly Ergodic Markov Chain