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Prediction, Learning, and Games


Huge Savings Item! Free Shipping Included! Save 19% on the Prediction, Learning, and Games by Brand: Cambridge University Press at EMS Linux. Hurry! Limited time offer. Offer valid only while supplies last. This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a


Product Description

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 the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that often reveals new and intriguing connections.

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Manufacturer:Cambridge University Press
Brand:Brand: Cambridge University Press
Publisher:Cambridge University Press
Studio:Cambridge University Press
EAN:9780521841085
Item Weight:1.89 pounds
Item Size:1.1 x 9.96 x 9.96 inches
Package Weight:1.94 pounds
Package Size:7.24 x 1.02 x 1.02 inches

Prediction, Learning, and Games by Brand: Cambridge University Press

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Prediction, Learning, and Games

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