Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)

Biau

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Published by Springer, 2015

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Bibliographic Details

• Title: Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)
• Publisher: Springer
• Publication Date: 2015
• Language: English
• ISBN 10: 3319253867
• ISBN 13: 9783319253862
• Binding: Hardcover
• Edition: 1. Auflage
• Condition: As New

About this title

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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