EAN: 9783319253862

LECTURES ON THE NEAREST NEIGHBOR METHOD - GÉRAR...

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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