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6 x 9, illustrated
ISSN
0899-7667
E-ISSN
1530-888X
2014 Impact factor:
2.21

Neural Computation

January 1, 2005, Vol. 17, No. 1, Pages 7-18
(doi: 10.1162/0899766052530875)
© 2004 Massachusetts Institute of Technology
Convergence of the IRWLS Procedure to the Support Vector Machine Solution
Article PDF (126.39 KB)
Abstract

An iterative reweighted least squares (IRWLS) procedure recently proposed is shown to converge to the support vector machine solution. The convergence to a stationary point is ensured by modifying the original IRWLS procedure.