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Other Kernel Methods

2013
The kernel method was originally invented in Aizerman et al. (Autom. Remote Control, 25, 821–837, 1964). The key idea is to project the training set in a lower-dimensional space into a high-dimensional kernel (feature) space by means of a set of nonlinear kernel functions.
Ke-Lin Du, M. N. S. Swamy
openaire   +1 more source

Kernel methods

2021
Yuwen Tan, Xiang, Xiang E.
openaire   +1 more source

Sparse kernel methods

IFAC Proceedings Volumes, 2003
Abstract A disadvantage of many statistical modelling techniques is that the resulting model is extremely difficult to interpret. A number of new concepts and algorithms have been introduced by researchers to address this problem. They focus primarily on determining which inputs arc relevant in predicting the output. This work describes a transparent,
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Bridging deep and multiple kernel learning: A review

Information Fusion, 2021
Tinghua Wang
exaly  

Contrastive Multi-View Kernel Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Jiyuan Liu, Xinwang Liu, Yuanqing Xia
exaly  

Simultaneous Global and Local Graph Structure Preserving for Multiple Kernel Clustering

IEEE Transactions on Neural Networks and Learning Systems, 2021
Zhenwen Ren, Quansen Sun
exaly  

Kernel Methods

2001
Trevor Hastie   +2 more
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