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Geometric parameters of kernel machines

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (2002) 2375 29-43
DOI: 10.1007/3-540-45435-7_3
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Abstract

We investigate the fat-shattering dimension and the localized Rademacher averages of kernel machines and their connection to the eigenvalues associated with the kernel.

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Mendelson, S. (2002). Geometric parameters of kernel machines. In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (Vol. 2375, pp. 29–43). Springer Verlag. https://doi.org/10.1007/3-540-45435-7_3

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