The connection between regularization operators and support vector kernels

Author:

Smola Alex J.,Schölkopf Bernhard,Müller Klaus-Robert

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference38 articles.

1. Theoretical foundations of the potential function method in pattern recognition learning;Aizerman;Automation and Remote Control,1964

2. Asymptotic statistical theory of overtraining and cross-validation;Amari;IEEE Trans. Neural Networks,1997

3. Bishop, C.M. (1995). Neural Networks for Pattern Recognition. Oxford: Clarendon Press.

4. Bochner, S. (1959). Lectures on Fourier integral. Princeton, NJ: Princeton University Press.

5. Boser, B.E., Guyon, I.M., & Vapnik, V.N. (1992). A training algorithm for optimal margin classifiers. In: D. Haussler (ed.), Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory, Pittsburgh, PA. ACM Press, pp. 144–152.

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