The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers

Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella. The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. In John Shawe-Taylor, Richard S. Zemel, Peter L. Bartlett, Fernando C. N. Pereira, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. pages 585-593, 2011. [doi]

Abstract

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