Lectures on the Nearest Neighbor Method

Biau, Gérard (Author)/ Devroye, Luc (Author)

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Edité par Springer, 2015

A propos de cet article

299 pages. 9.25x6.25x0.75 inches. In Stock.

N° de réf. du vendeur x-3319253867

Détails bibliographiques

• Titre: Lectures on the Nearest Neighbor Method
• Éditeur: Springer
• Date de parution: 2015
• Langue: anglais
• ISBN à 10 chiffres: 3319253867
• ISBN à 13 chiffres: 9783319253862
• Reliure: Hardcover
• État de l'article: Brand New

A propos de ce titre

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).