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Found 44 Documents (Results 1–44)

Gaps in support vector optimization. (English) Zbl 1203.68162

Bshouty, Nader H. (ed.) et al., Learning theory. 20th annual conference on learning theory, COLT 2007, San Diego, CA, USA, June 13–15, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-72925-9). Lecture Notes in Computer Science 4539. Lecture Notes in Artificial Intelligence, 336-348 (2007).
MSC:  68T05
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Function classes that approximate the Bayes risk. (English) Zbl 1143.68562

Lugosi, Gabor (ed.) et al., Learning theory. 19th annual conference on learning theory, COLT 2006, Pittsburgh, PA, USA, June 22–25, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-35294-5/pbk). Lecture Notes in Computer Science 4005. Lecture Notes in Artificial Intelligence, 79-93 (2006).
MSC:  68T05 62C10
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A new concentration result for regularized risk minimizers. (English) Zbl 1127.68090

Giné, Evarist (ed.) et al., High dimensional probability. Proceedings of the fourth international conference. Many papers based on the presentations at the conference, Santa Fe, NM, USA, June 20–24, 2005. Beachwood, OH: IMS, Institute of Mathematical Statistics (ISBN 978-0-940600-67-6/pbk). Institute of Mathematical Statistics Lecture Notes - Monograph Series 51, 260-275 (2006).
MSC:  68T05
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Fast rates for support vector machines. (English) Zbl 1137.68564

Auer, Peter (ed.) et al., Learning theory. 18th annual conference on learning theory, COLT 2005, Bertinoro, Italy, June 27–30, 2005. Proceedings. Berlin: Springer (ISBN 3-540-26556-2/pbk). Lecture Notes in Computer Science 3559. Lecture Notes in Artificial Intelligence, 279-294 (2005).
MSC:  68T05
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