Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences
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9789814630139, 9789814630146

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Statistical Data Fitting via Gaussian Processes

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0017 ◽

2015 ◽

pp. 315-333

Keyword(s):

Gaussian Processes ◽

Statistical Data ◽

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Alternate Bases

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0012 ◽

2015 ◽

pp. 203-230

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Accuracy and Optimality of Reproducing Kernel Hilbert Space Methods

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0009 ◽

2015 ◽

pp. 171-187

Keyword(s):

Hilbert Space ◽

Reproducing Kernel ◽

Reproducing Kernel Hilbert Space

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The Connection to Kriging

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0005 ◽

2015 ◽

pp. 89-110

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Parameter Optimization

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0014 ◽

2015 ◽

pp. 255-271

Keyword(s):

Parameter Optimization

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Stable Computation via the Hilbert–Schmidt SVD

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0013 ◽

2015 ◽

pp. 231-253

Keyword(s):

Stable Computation

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Generalized Sobolev Spaces

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0008 ◽

2015 ◽

pp. 147-169

Keyword(s):

Sobolev Spaces ◽

Generalized Sobolev Spaces

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Positive Definite Kernels and Reproducing Kernel Hilbert Spaces

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0002 ◽

2015 ◽

pp. 17-39 ◽

Keyword(s):

Hilbert Spaces ◽

Reproducing Kernel ◽

Positive Definite ◽

Reproducing Kernel Hilbert Spaces ◽

Positive Definite Kernels ◽

Kernel Hilbert Spaces

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Finance

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0021 ◽

2015 ◽

pp. 431-446

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Machine Learning

Kernel-based Approximation Methods using MATLAB - Interdisciplinary Mathematical Sciences ◽

10.1142/9789814630146_0018 ◽

2015 ◽

pp. 335-360 ◽

Keyword(s):

Machine Learning

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