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Laszlo Gyorfi
Principles of Nonparametric Learning [PDF ebook]

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的封面 Laszlo Gyorfi: Principles of Nonparametric Learning (PDF)

The book provides systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density estimation and genetic programming. The book is mainly addressed to postgraduates in engineering, mathematics, computer science, and researchers in universities and research institutions.

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语言英语 ● 格式 PDF ● ISBN 9783709125687 ● 编辑 Laszlo Gyorfi ● 出版者 Springer Vienna ● 发布时间 2014 ● 下载 3 时 ● 货币 EUR ● ID 6355253 ● 复制保护 Adobe DRM

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