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

Biau

ISBN 10: 3319253867 / ISBN 13: 9783319253862

Editore: Springer, 2015

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Codice articolo CE-2310C-FLOH-010-1000XS

Dati bibliografici

• Titolo: Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)
• Editore: Springer
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 3319253867
• ISBN 13: 9783319253862
• Rilegatura: Hardcover
• Edizione: 1. Auflage
• Condizione: As New

Descrizione articolo

Riassunto

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).

Informazioni sull?autore