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Prediction, Learning, and Games

Nicolo Cesa-Bianchi, Gabor Lugosi




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 | #632209 in Books |  Cambridge University Press |  2006-03-13 | Original language:English | PDF # 1 |  9.96 x.94 x6.97l,1.89 | File type: PDF | 408 pages

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This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in...

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