Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling

Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile. Learning Probabilistic Linear-Threshold Classifiers via Selective Sampling. In Bernhard Schölkopf, Manfred K. Warmuth, editors, Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings. Volume 2777 of Lecture Notes in Computer Science, pages 373-387, Springer, 2003. [doi]

Abstract

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