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Principles of Nonparametric Learning László Györfi

Principles of Nonparametric Learning

László Györfi

Published July 30th 2002
ISBN : 9783211836880
Paperback
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 About the Book 

This volume provides a 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, universalMoreThis volume provides a 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.