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Geometric Parameters of Kernel Machines

Geometric Parameters of Kernel Machines

Book SeriesLecture Notes in Computer Science
PublisherSpringer Berlin / Heidelberg
ISSN0302-9743 (Print) 1611-3349 (Online)
VolumeVolume 2375/2002
BookComputational Learning Theory
DOI10.1007/3-540-45435-7
Copyright2002
ISBN978-3-540-43836-6
DOI10.1007/3-540-45435-7_3
Pages1-4
Subject CollectionComputer Science
SpringerLink DateTuesday, January 01, 2002
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Geometric Parameters of Kernel Machines

Shahar Mendelson3 Contact Information

(3)  Computer Sciences Laboratory, RSISE, The Australian National University, Canberra, ACT, 0200, Australia
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.

Contact Information Shahar Mendelson
Email: shahar.mendelson@anu.edu.au
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