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Spectral Properties of the Kernel Matrix and their Relation to Kernel Methods in Machine Learning
(2005)
Machine learning is an area of research concerned with the construction of algorithms which are able to learn from examples. Among such algorithms, so-called kernel methods form an important family of algorithms which have ...