Lectures on the Nearest Neighbor Method

Gerard Biau, Luc Devroye

Omschrijving

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). This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning.
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Schrijver
Gerard Biau, Luc Devroye
Titel
Lectures on the Nearest Neighbor Method
Uitgever
Springer International Publishing AG
Jaar
2015
Taal
Engels
Pagina's
290
Gewicht
599 gr
EAN
9783319253862
Afmetingen
241 x 163 x 25 mm
Bindwijze
Hardback

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