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Publications information icon

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

Peer-reviewed
Open access
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 Systems2019Publications information icon

Soft Kernel Target Alignment for Two-stage Multiple Kernel Learning

Peer-reviewed
DOI
10.1007/978-3-319-46307-0
Shen, Huibin; Szedmak, Sandor; Brouard, Celine; Rousu, Juho
Lecture Notes in Artificial Intelligence2016Publications information icon

Cross-view kernel transfer

Peer-reviewed
Open access
DOI
10.1016/j.patcog.2022.108759
Huusari, Riikka; Capponi, Cécile; Villoutreix, Paul; Kadri, Hachem
Pattern Recognition2022Publications information icon

Fully symmetric kernel quadrature

Peer-reviewed
Open access
DOI
10.1137/17M1121779
Karvonen, Toni; Särkkä, Simo
SIAM Journal on Scientific Computing2018Publications information icon

Neural Generalization of Multiple Kernel Learning

Peer-reviewed
Open access
DOI
10.1007/s11063-024-11516-0
Ghanizadeh, Ahmad Navid; Ghiasi-Shirazi, Kamaledin; Monsefi, Reza; Qaraei, Mohammadreza
Neural Processing Letters2024Publications information icon

Multiple kernel learning by conditional entropy minimization

Peer-reviewed
DOI
10.1109/ICMLA.2010.40
Hino, Hideitsu; Reyhani, Nima; Murata, Noboru
IEEE International Conference on Machine Learning and Applications2010Publications information icon

The heat kernel on curvilinear polygonal domains in surfaces

Peer-reviewed
Open access
DOI
10.1007/s40316-024-00237-4
Nursultanov, Medet; Rowlett, Julie; Sher, David
Annales mathématiques du Québec2024Publications information icon

Kernel-based interpolation at approximate Fekete points

Peer-reviewed
Open access
DOI
10.1007/s11075-020-00973-y
Karvonen, Toni; Särkkä, Simo; Tanaka, Ken’ichiro
NUMERICAL ALGORITHMS2020Publications information icon

Kernel Development in Userspace - The Rump Approach

Peer-reviewed
Kantee, Antti
-2009Publications information icon

Bayesian network Fisher kernel for categorical feature spaces

Peer-reviewed
Open access
DOI
10.1007/s41237-019-00103-6
Leppä-aho, Janne; Silander, Tomi; Roos, Teemu
Behaviormetrika2020

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

Peer-reviewed
Open access
DOI
10.1109/TNNLS.2019.2919900
2019

Soft Kernel Target Alignment for Two-stage Multiple Kernel Learning

Peer-reviewed
DOI
10.1007/978-3-319-46307-0
2016

Cross-view kernel transfer

Peer-reviewed
Open access
DOI
10.1016/j.patcog.2022.108759
2022

Fully symmetric kernel quadrature

Peer-reviewed
Open access
DOI
10.1137/17M1121779
2018

Neural Generalization of Multiple Kernel Learning

Peer-reviewed
Open access
DOI
10.1007/s11063-024-11516-0
2024

Multiple kernel learning by conditional entropy minimization

Peer-reviewed
DOI
10.1109/ICMLA.2010.40
2010

The heat kernel on curvilinear polygonal domains in surfaces

Peer-reviewed
Open access
DOI
10.1007/s40316-024-00237-4
2024

Kernel-based interpolation at approximate Fekete points

Peer-reviewed
Open access
DOI
10.1007/s11075-020-00973-y
2020

Kernel Development in Userspace - The Rump Approach

Peer-reviewed
2009

Bayesian network Fisher kernel for categorical feature spaces

Peer-reviewed
Open access
DOI
10.1007/s41237-019-00103-6
2020