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Synopsis
This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods.
Gérard Biau is a professor at Université Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).
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- PublisherSpringer
- Publication date2015
- ISBN 10 3319253867
- ISBN 13 9783319253862
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages300
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Lectures on the Nearest Neighbor Method
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods. Gérard Biau is a professor at Université Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal). 300 pp. Englisch. Seller Inventory # 9783319253862
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