Learning Theory pdf epub mobi txt 電子書下載 2024

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Cucker, Felipe/ Zhou, Ding-Xuan

Cambridge Univ Pr

2007-5-1

224

$65.00

HRD

9780521865593

圖書標籤: 機器學習統計學習學習理論 Learning_Theory Math

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发表于2024-12-26

Learning Theory epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Learning Theory pdf epub mobi txt 電子書下載 2024

圖書描述

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.

Learning Theory 下載 mobi epub pdf txt 電子書