Principles of Nonparametric Learning - CISM International Centre for Mechanical Sciences - Laszlo Gyorfi - Books - Springer Verlag GmbH - 9783211836880 - July 30, 2002
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Principles of Nonparametric Learning - CISM International Centre for Mechanical Sciences Softcover reprint of the original 1st ed. 2002 edition

Laszlo Gyorfi

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Principles of Nonparametric Learning - CISM International Centre for Mechanical Sciences Softcover reprint of the original 1st ed. 2002 edition

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, universal prediction, vector quantization, distribution and density estimation, and genetic programming.

340 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released July 30, 2002
ISBN13 9783211836880
Publishers Springer Verlag GmbH
Pages 335
Dimensions 170 × 244 × 19 mm   ·   557 g
Language German  
Editor Gyoerfi, Laszlo
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