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On-line linear learning algorithms

On-line linear learning algorithms

This video was recorded at The Analysis of Patterns, Erice 2005. 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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