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软件类型:国外书籍 软件分类:软件概论 授权方式:免费版 界面语言:英文 软件大小:589KB 运行环境:Win9x,NT,2000,XP,2003 软件等级:★★★☆☆ 发布时间:2010-12-28 下载次数:
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The Computational Complexity of Machine Learning电子书籍介绍
The Computational Complexity of Machine Learning
This book is a revision of my doctoral dissertation, which was completed in
May 1989 at Harvard University. While the changes to the theorems and
proofs are primarily clari cations of or corrections to my original thesis, I
have added a signi cant amount of expository and explanatory material, in an
e ort to make the work at least partially accessible to an audience wider than
the \mainstream" theoretical computer science community. Thus, there are
more examples and more informal intuition behind the formal mathematical
results. My hope is that those lacking the background for the formal proofs will
nevertheless be able to read selectively, and gain some useful understanding of
the goals, successes and shortcomings of computational learning theory.
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