Computational Learning Theory 在线电子书 图书标签: 统计学习 机器学习 Theory
发表于2024-11-24
Computational Learning Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024
1994,COLT
评分1994,COLT
评分1994,COLT
评分1994,COLT
评分1994,COLT
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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Computational Learning Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024