Lectures on the Nearest Neighbor Method

von Gérard Biau, Luc Devroye

290 Seiten, Hardcover

Kurzbeschreibung des Verlags

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).   

• Reihe: Springer Series in the Data Sciences
• Themen: Mathematik und Naturwissenschaften Mathematik Wahrscheinlichkeitsrechnung und Statistik
• ISBN: 9783319253862
• Sprache: Englisch
• Erscheinungsdatum: 15.12.2015
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing