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Parallel Sequential Minimal Optimization for the Training of Support Vector Machines

โœ Scribed by Cao, L.J.; Keerthi, S.S.; Ong, C.-J.; Zhang, J.Q.; Periyathamby, U.; Fu, X.J.; Lee, H.P.

Book ID
120014326
Publisher
IEEE
Year
2006
Tongue
English
Weight
577 KB
Volume
17
Category
Article
ISSN
1045-9227

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A parallel solver for large quadratic pr
A parallel solver for large quadratic programs in training support vector machines
โœ G. Zanghirati; L. Zanni ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 246 KB

This work is concerned with the solution of the convex quadratic programming problem arising in training the learning machines named support vector machines. The problem is subject to box constraints and to a single linear equality constraint; it is dense and, for many practical applications, it bec