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Computational Learning Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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M. Anthony 作者

Cambridge University Press

译者

1997-2-27 出版日期

172 页数

GBP 30.99 价格

Paperback

丛书系列

9780521599221 图书编码

Computational Learning Theory 在线电子书图书标签: 统计学习机器学习 Theory

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Computational Learning Theory 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Computational Learning Theory 在线电子书图书描述

Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.

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