Prediction, Learning, and Games pdf epub mobi txt 电子书 下载 2024


Prediction, Learning, and Games

简体网页||繁体网页
Nicolo Cesa-Bianchi
Cambridge University Press
2006-3-13
408
GBP 57.00
Hardcover
9780521841085

图书标签: 机器学习  OnlineLearning  MachineLearning  Online_Learning  Learning_Theory  GameTheory'  搜索引擎  ML   


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发表于2024-12-23

Prediction, Learning, and Games epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Prediction, Learning, and Games epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Prediction, Learning, and Games pdf epub mobi txt 电子书 下载 2024



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This important new text and reference for researchers and students in machine learning, game theory, statistics and information theory offers the first 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. Old and new forecasting methods are described in a mathematically precise way in order to characterize their theoretical limitations and possibilities.

Prediction, Learning, and Games 下载 mobi epub pdf txt 电子书

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Prediction, Learning, and Games pdf epub mobi txt 电子书 下载
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老板给买的第一本书,太难懂了。。。

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现在上课学习都得被强制看全英文书,我是真的累

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现在上课学习都得被强制看全英文书,我是真的累

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老板给买的第一本书,太难懂了。。。

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Prediction, Learning, and Games pdf epub mobi txt 电子书 下载 2024


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