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...

Full description

Bibliographic Details
Main Authors: Stanton R. Price, Derek T. Anderson, Timothy C. Havens, Steven R. Price
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/12/2026