Titel: Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)
Verlag: Springer
Erscheinungsjahr: 2015
Sprache: Englisch
ISBN-10: 3319253867
ISBN-13: 9783319253862
Einband: Hardcover
Zustand: New

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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.

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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