On-line linear learning algorithms

author: Nicol├▓ Cesa-Bianchi, University of Milan
published: Feb. 25, 2007,   recorded: November 2005,   views: 6319


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Prediction with expert advice. Learning with linear experts. The Perceptron algorithm and its extensions. On-line learning with kernels. Mistake bounds. From mistake bounds to risk bounds.

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