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

Biau, Gérard; Devroye, Luc

ISBN 10: 3319797824 / ISBN 13: 9783319797823

Verlag: Springer, 2019

In. Bestandsnummer des Verkäufers ria9783319797823_new

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).

Von der hinteren Coverseite:

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).

Bibliografische Details

Titel: Lectures on the Nearest Neighbor Method (...
Verlag: Springer
Erscheinungsdatum: 2019
Einband: Softcover
Zustand: New