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" Steinwart. On the influence of the kernel on the consistency of support vector machines. Journal of Machine Learning Research, 2:67-93, 2002. "
Data Depth: Robust Multivariate Analysis, Computational Geometry, and ... - Page 85
edited by - 246 pages
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Topics in Multivariate Approximation and Interpolation

Kurt Jetter, Martin Buhmann, Werner Haussmann, Robert Schaback, Joachim Stoeckler - 2005 - 356 pages
...Support vector machines are universally consistent, J. Complexity 18 (2002), 768-791. 69. Steinwart, L, On the influence of the kernel on the consistency of support vector machines, J. Machine Learning Res. 2 (2001), 67-93. 70. Steinwart, I. and Scovel, C., Fast rates for support...
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Advances in Neural Information Processing Systems 19: Proceedings of the ...

Bernhard Schölkopf, John Platt, Thomas Hofmann - 2007 - 1643 pages
...Richie. Gene expression correlates of clinical prostate cancer behavior. Cancer Cell, 1(2), 2002. [14] I. Steinwart. On the influence of the kernel on the...vector machines. Journal of Machine Learning Research, 2:67-93, 2002. [15] I. Steinwart. Support vector machines are universally consistent. J. Compl., 18:768-791,...
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Large-scale Kernel Machines

Léon Bottou, Olivier Chapelle, Dennis Decoste, Jason Weston - 2007 - 396 pages
...learning techniques using graphics processing unit. European Patent Application EP1569128A2. 2004. Ingo Steinwart. On the influence of the kernel on the consistency...vector machines. Journal of Machine Learning Research, 2:67-93, 2002. Ingo Steinwart. Sparseness of support vector machines. Journal of Machine Learning Research,...
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Algorithmic Learning Theory: 18th International Conference, ALT 2007, Sendai ...

Marcus Hutter, Rocco A. Servedio - 2007 - 402 pages
...learning. Technical Report 156, Max-Planck-Institut fur biologische Kybernetik (2006) [14] Steinwart, I.: The influence of the kernel on the consistency of...vector machines. Journal of Machine Learning Research 2 (2002) [15] Fukumizu, K., Bach, FR, Jordan, MI: Dimensionality reduction for supervised learning with...
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Functional and Operatorial Statistics

Sophie Dabo-Niang, Frédéric Ferraty - 2008 - 304 pages
...of derivative based functional classifiers on sampled data. (2007). Submitted. [19] Steinwart, I.: On the influence of the kernel on the consistency...machines. Journal of Machine Learning Research. 2, 67-93 (2001). [20] Steinwart, I.: Support vector machines are universally consistent. Journal of Complexity....
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