Lectures on the Nearest Neighbor Method

Biau

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Verlag: Springer, 2015

Beschreibung

Print on Demand pp. 274.

Bestandsnummer des Verkäufers 373319567

Bibliografische Details

• Titel: Lectures on the Nearest Neighbor Method
• Verlag: Springer
• Erscheinungsjahr: 2015
• Sprache: Englisch
• ISBN-10: 3319253867
• ISBN-13: 9783319253862
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

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).

Über die Autorin bzw. den Autor