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E. Osuna, R. Freund, and F. Girosi (1997)

An Improved Training Algorithm for Support Vector Machines

In: Neural Networks for Signal Processing VII — Proceedings of the 1997 IEEE Workshop, ed. by J. Principe and L. Gile and N. Morgan and E. Wilson, pp. 276 - 285, New York, IEEE.

Abstract

Formulates a decomposition algorithm for training SVMs with large numbers of SVs.

URL ftp://ftp.ai.mit.edu/pub/cbcl/nnsp97-svm.ps.gz

by admin — last modified 2007-01-31 11:07