Download PDF by Nicolo Cesa-Bianchi,Gabor Lugosi: Prediction, Learning, and Games

By Nicolo Cesa-Bianchi,Gabor Lugosi

this crucial textual content and reference for researchers and scholars in computing device studying, online game thought, facts and data thought bargains a entire therapy of the matter of predicting person sequences. in contrast to commonplace statistical methods to forecasting, prediction of person sequences doesn't impose any probabilistic assumption at the data-generating mechanism. but, prediction algorithms should be built that paintings good for all attainable sequences, within the feel that their functionality is usually pretty much as good because the top forecasting technique in a given reference classification. The principal subject is the version of prediction utilizing professional suggestion, a normal framework during which many similar difficulties should be solid and mentioned. Repeated video game taking part in, adaptive info compression, sequential funding within the inventory marketplace, sequential development research, and a number of other difficulties are seen as situations of the specialists' framework and analyzed from a typical nonstochastic viewpoint that regularly finds new and exciting connections.

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Prediction, Learning, and Games by Nicolo Cesa-Bianchi,Gabor Lugosi

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