An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models

S. Sathiya Keerthi, Vikas Sindhwani, Olivier Chapelle. An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models. In Bernhard Schölkopf, John C. Platt, Thomas Hoffman, editors, Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006. pages 673-680, MIT Press, 2006. [doi]

Abstract

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