Lectures on the Nearest Neighbor Method

Luc Devroye

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Published by Springer International Publishing, Springer International Publishing Dez 2015, 2015

About this Item

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).Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 300 pp. Englisch.

Seller Inventory # 9783319253862

Bibliographic Details

• Title: Lectures on the Nearest Neighbor Method
• Publisher: Springer International Publishing, Springer International Publishing Dez 2015
• Publication Date: 2015
• Language: English
• ISBN 10: 3319253867
• ISBN 13: 9783319253862
• Binding: Buch
• Condition: Neu

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).   

About the Author