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Lectures on the Nearest Neighbor Method

Gérard Biau - Personal Name; Luc Devroye - Personal Name;

s 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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Series Title: -
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Publisher: Cham : ., 2015
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Language: English
ISBN/ISSN: 978-3-319-25388-6
Classification: NONE
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Subject(s): Statistics and Computing
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Statement of Responsibility: Gérard Biau, Luc Devroye

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Cataloger: Kholif Basri
Source: https://link.springer.com/book/10.1007/978-3-319-25388-6
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