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Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite  |  View/Download:5/0  |  Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Aveiro method in reproducing kernel Hilbert spaces under complete dictionary Journal article
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017,Volume: 40,Issue: 18,Page: 7240-7254
Authors:  Mai, Weixiong;  Qian, Tao
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Aveiro Method  Pre-orthogonal Greedy Algorithm  Reproducing Kernel  
FFT formulations of adaptive Fourier decomposition Journal article
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017,Volume: 324,Page: 204-215
Authors:  Gao, You;  Ku, Min;  Qian, Tao;  Wang, Jianzhong
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Fast Fourier Transform  Computational Complexity  Adaptive Decomposition  Greedy Algorithm  Reproducing Kernel Hilbert Space  
Approximation learning methods of harmonic mappings in relation to Hardy spaces Conference paper
2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2016, Jinzhou, Liaoning, China, 8 26, 2016 - 8 29, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite  |  View/Download:2/0  |  Submit date:2018/11/06
Generalization Performance of Regularized Ranking with Multiscale Kernels Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2016,Volume: 27,Issue: 5,Page: 993-1002
Authors:  Zhou Y.;  Chen H.;  Lan R.;  Pan Z.
Favorite  |  View/Download:1/0  |  Submit date:2018/12/21
Drug Discovery  Generalization Performance  Multiscale Kernel  Ranking  Recommendation Tasks  Reproducing Kernel Hilbert Space (Rkhs)  
Kernel normalized mixed-norm algorithm for system identification Conference paper
Proceedings of the International Joint Conference on Neural Networks, Killarney, Ireland, 12-17 July 2015
Authors:  Shujian Yu;  Xinge You;  Kexin Zhao;  Weihua Ou;  Yuanyan Tang
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Adaptation Models  Noise  
An efficient multiple kernel learning in reproducing kernel Hilbert spaces (RKHS) Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2015,Volume: 13,Issue: 2
Authors:  Lixiang Xu;  Bin Luo;  Yuanyan Tang;  Xiaohua Ma
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
Mercer Kernel  Multiple Kernel Learning  Reproducing Kernel  Support Vector Machine  
Sparse representation in Szego kernels through reproducing kernel Hilbert space theory with applications Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2015,Volume: 13,Issue: 4
Authors:  Mo Y.;  Qian T.;  Mi W.
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Frequency-domain Identification  Reproducing Kernel Hilbert Space  Sparse Representation  Support Vector Machine  Szego Kernel  
Error analysis of stochastic gradient descent ranking Journal article
IEEE Transactions on Cybernetics, 2013,Volume: 43,Issue: 3,Page: 898-909
Authors:  Hong Chen;  Yi Tang;  Luoqing Li;  Yuan Yuan;  Xuelong Li;  Yuanyan Tang
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Error Analysis  Integral Operator  Ranking  Reproducing Kernel Hilbert Space  Sampling Operator  Stochastic Gradient Descent  
Local learning estimates by integral operators Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2010,Volume: 8,Issue: 5,Page: 695-712
Authors:  Li H.;  Chen N.;  Tang Y.Y.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
integral operator  Local risk regularization  reproducing kernel Hilbert space  sample error