Learning Theory pdf epub mobi txt 电子书下载 2024

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Cucker, Felipe/ Zhou, Ding-Xuan

Cambridge Univ Pr

2007-5-1

224

$65.00

HRD

9780521865593

图书标签: 机器学习统计学习学习理论 Learning_Theory Math

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发表于2024-08-03

Learning Theory epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Learning Theory pdf epub mobi txt 电子书下载 2024

图书描述

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 下载 mobi epub pdf txt 电子书