Kernels for Vector-Valued Functions: A Review by Lorenzo Rosasco, Neil D. Lawrence, Mauricio A. Alvarez

Kernels for Vector-Valued Functions: A Review

Foundations and Trends(r) in Machine Learning

Lorenzo Rosasco, Neil D. Lawrence, Mauricio A. Alvarez

86 pages • missing pub info (editions)

nonfiction computer science science informative medium-paced
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Kernel methods are among the most popular techniques in machine learning. From a regularization theory perspective, they provide a natural choice for the hypotheses space and the regularization functional through the notion of reproducing kernel H...

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