Lectures on the Nearest Neighbor Method

Gérard Biau, Luc Devroye

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Published by Springer International Publishing AG, CH, 2015

About this Item

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).

Seller Inventory # LU-9783319253862

Bibliographic Details

• Title: Lectures on the Nearest Neighbor Method
• Publisher: Springer International Publishing AG, CH
• Publication Date: 2015
• Language: English
• ISBN 10: 3319253867
• ISBN 13: 9783319253862
• Binding: Hardback
• Edition: 1st ed. 2015.
• Condition: New
• Dimensions: 16.2W x 2.21H x 23.99D centimeters 16.2 centimeters width by 2.21 centimeters height by 23.99 centimeters depth
• Weight: 553 grams

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