Title: Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)
Publisher: Springer
Publication Date: 2015
Language: English
ISBN 10: 3319253867
ISBN 13: 9783319253862
Binding: Hardcover
Condition: New

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Synopsis

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).

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