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Kernel reconstruction learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
作者:  Wu, Yun;  Xiong, Shifeng
收藏  |  浏览/下载:105/0  |  提交时间:2023/02/07
Kernel method  Representer theorem  Interpolation  Classification  Density estimation  Sequential algorithm  
On construction of prediction intervals for heteroscedastic regression 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 26
作者:  Wu, Yun;  Xiong, Shifeng
收藏  |  浏览/下载:67/0  |  提交时间:2023/02/07
Interpolation  Kernel method  Large data  Reconstruction parameterization  
Optimal design for kernel interpolation: Applications to uncertainty quantification 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 卷号: 430, 页码: 19
作者:  Narayan, Akil;  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载:139/0  |  提交时间:2021/04/26
Kernel interpolation  Fekete points  Cholesky decomposition with pivoting  Hermite interpolation  Uncertainty quantification  
SUPERCONVERGENCE OF GALERKIN SOLUTIONS FOR HAMMERSTEIN 期刊论文
INTERNATIONAL JOURNAL OF NUMERICAL ANALYSIS AND MODELING, 2009, 卷号: 6, 期号: 4, 页码: 696-710
作者:  Huang, Qiumei;  Xie, Hehu
收藏  |  浏览/下载:111/0  |  提交时间:2018/07/30
superconvergence  interpolation post-processing  iterated Galerkin method  Hammerstein equations  smooth and weakly singular kernels