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

Biau

Hardcover

ISBN 10: 3319253867 ISBN 13: 9783319253862

Verlag: Springer, 2015

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).

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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).

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2015
• Sprache: Englisch
• ISBN 10: 3319253867
• ISBN 13: 9783319253862
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 300
• Kontakt zum Hersteller: Nicht verfügbar