Kernel Matrix-Based Heuristic Multiple Kernel Learning
Kernel theory is a demonstrated tool that has made its way into nearly all areas of machine learning. However, a serious limitation of kernel methods is knowing which kernel is needed in practice. <i>Multiple kernel learning</i> (MKL) is an attempt to learn a new tailored kernel through...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-06-01
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Series: | Mathematics |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-7390/10/12/2026 |