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Gaussian kernel quadrature at scaled Gauss–Hermite nodes

Referentgranskad
Öppen tillgång
DOI
10.1007/s10543-019-00758-3
Karvonen, Toni; Särkkä, Simo
BIT Numerical Mathematics2019Publicationer information ikon

Gaussian kernels for incomplete data

Referentgranskad
DOI
10.1016/j.asoc.2019.01.022
Mesquita, Diego P.P.; Gomes, João P.P.; Corona, Francesco; Souza Junior, Amauri H.; Nobre, Juvêncio ...
Applied Soft Computing2019Publicationer information ikon

Kernel-based interpolation at approximate Fekete points

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DOI
10.1007/s11075-020-00973-y
Karvonen, Toni; Särkkä, Simo; Tanaka, Ken’ichiro
NUMERICAL ALGORITHMS2020Publicationer information ikon

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

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DOI
10.1109/TNNLS.2019.2919900
Zhou, Sihang; Liu, Xinwan; Li, Miaomiao; Zhu, En; Liu, Li; Zhang, Changwang; Yin, Jianping
IEEE Transactions on Neural Networks and Learning Systems2019Publicationer information ikon

Worst-case optimal approximation with increasingly flat Gaussian kernels

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DOI
10.1007/s10444-020-09767-1
Karvonen, Toni; Särkkä, Simo
Advances in Computational Mathematics2020Publicationer information ikon

Soft Kernel Target Alignment for Two-stage Multiple Kernel Learning

Referentgranskad
DOI
10.1007/978-3-319-46307-0
Shen, Huibin; Szedmak, Sandor; Brouard, Celine; Rousu, Juho
Lecture Notes in Artificial Intelligence2016Publicationer information ikon

Multiple Spectral Kernel Learning and a Gaussian Complexity Computation

Referentgranskad
Reyhani, Nima
Neural Computation2013Publicationer information ikon

Cross-view kernel transfer

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Öppen tillgång
DOI
10.1016/j.patcog.2022.108759
Huusari, Riikka; Capponi, Cécile; Villoutreix, Paul; Kadri, Hachem
Pattern Recognition2022Publicationer information ikon

Small Sample Spaces for Gaussian Processes

Referentgranskad
Öppen tillgång
DOI
10.3150/22-BEJ1483
Karvonen, Toni
Bernoulli2023Publicationer information ikon

Studies on Kernel Learning and Independent Component Analysis

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Reyhani, Nima
Aalto University2013

Gaussian kernel quadrature at scaled Gauss–Hermite nodes

Referentgranskad
Öppen tillgång
DOI
10.1007/s10543-019-00758-3
2019

Gaussian kernels for incomplete data

Referentgranskad
DOI
10.1016/j.asoc.2019.01.022
2019

Kernel-based interpolation at approximate Fekete points

Referentgranskad
Öppen tillgång
DOI
10.1007/s11075-020-00973-y
2020

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

Referentgranskad
Öppen tillgång
DOI
10.1109/TNNLS.2019.2919900
2019

Worst-case optimal approximation with increasingly flat Gaussian kernels

Referentgranskad
Öppen tillgång
DOI
10.1007/s10444-020-09767-1
2020

Soft Kernel Target Alignment for Two-stage Multiple Kernel Learning

Referentgranskad
DOI
10.1007/978-3-319-46307-0
2016

Multiple Spectral Kernel Learning and a Gaussian Complexity Computation

Referentgranskad
2013

Cross-view kernel transfer

Referentgranskad
Öppen tillgång
DOI
10.1016/j.patcog.2022.108759
2022

Small Sample Spaces for Gaussian Processes

Referentgranskad
Öppen tillgång
DOI
10.3150/22-BEJ1483
2023

Studies on Kernel Learning and Independent Component Analysis

Öppen tillgång
2013