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Lookup NU author(s): Dr Peter Andras
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We show in this brief paper the equivalence of the support vector machine and regularization neural networks. We prove both implication sides of the equivalence in a generally applicable way. The novelty lies in the effective construction of the regularization operator corresponding to a given support vector machine formulation. We give also a short introductory description of both neural network approximation frameworks.
Author(s): Andras P
Publication type: Article
Publication status: Published
Journal: Neural Processing Letters
Print publication date: 01/04/2002
ISSN (print): 1370-4621
ISSN (electronic): 1573-773X
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