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Principles of Nonparametric Learning - CISM International Centre for Mechanical Sciences Laszlo Gyorfi Softcover reprint of the original 1st ed. 2002 edition
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Principles of Nonparametric Learning - CISM International Centre for Mechanical Sciences
Laszlo Gyorfi
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
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2002年7月30日 |
| ISBN13 | 9783211836880 |
| 出版社 | Springer Verlag GmbH |
| ページ数 | 335 |
| 寸法 | 170 × 244 × 19 mm · 557 g |
| 言語 | ドイツ語 |
| 編集者 | Gyoerfi, Laszlo |
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