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

Biau, Gérard; Devroye, Luc

ISBN 10: 3319797824 / ISBN 13: 9783319797823

Published by Springer, 2019

About this Item

pp. 300.

Seller Inventory # 26379719224

Bibliographic Details

• Title: Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)
• Publisher: Springer
• Publication Date: 2019
• Language: English
• ISBN 10: 3319797824
• ISBN 13: 9783319797823
• Binding: Soft cover
• Condition: 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).