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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,
openaire   +1 more source

Bridging deep and multiple kernel learning: A review

Information Fusion, 2021
Tinghua Wang, Wenyu Hu
exaly  

Kernel Methods

2001
Trevor Hastie   +2 more
openaire   +1 more source

Kernel Methods

2019
Ke-Lin Du, M. N. S. Swamy
openaire   +1 more source

Kernel-based methods for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing, 2005
Gustau Camps-Valls, Lorenzo Bruzzone
exaly  

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