Lectures on the Nearest Neighbor Method

By Luc Devroye and Gerard Biau

Book Overview

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.

G?rard Biau is a professor at Universit? Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).

• Format: Paperback
• Language: English
• ISBN: 3319797824
• ISBN13: 9783319797823
• Release Date: March 2019
• Publisher: Springer
• Length: 290 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"