Lectures on the Nearest Neighbor Method

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Science & Nature, Mathematics, Statistics
Cover of the book Lectures on the Nearest Neighbor Method by Gérard Biau, Luc Devroye, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Gérard Biau, Luc Devroye ISBN: 9783319253886
Publisher: Springer International Publishing Publication: December 8, 2015
Imprint: Springer Language: English
Author: Gérard Biau, Luc Devroye
ISBN: 9783319253886
Publisher: Springer International Publishing
Publication: December 8, 2015
Imprint: Springer
Language: English

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).   

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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).   

More books from Springer International Publishing

Cover of the book Generalized Locally Toeplitz Sequences: Theory and Applications by Gérard Biau, Luc Devroye
Cover of the book The Function of Emotions by Gérard Biau, Luc Devroye
Cover of the book Nonlinear Hamiltonian Mechanics Applied to Molecular Dynamics by Gérard Biau, Luc Devroye
Cover of the book Controlled Polymerization and Polymeric Structures by Gérard Biau, Luc Devroye
Cover of the book Piezoresistive Effect of p-Type Single Crystalline 3C-SiC by Gérard Biau, Luc Devroye
Cover of the book Diagnostic and Interventional Ultrasound in Pediatrics and Pediatric Surgery by Gérard Biau, Luc Devroye
Cover of the book Distance, Symmetry, and Topology in Carbon Nanomaterials by Gérard Biau, Luc Devroye
Cover of the book Guide to Unconventional Computing for Music by Gérard Biau, Luc Devroye
Cover of the book Multiagent System Technologies by Gérard Biau, Luc Devroye
Cover of the book Biogenic—Abiogenic Interactions in Natural and Anthropogenic Systems by Gérard Biau, Luc Devroye
Cover of the book Predicting Stock Returns by Gérard Biau, Luc Devroye
Cover of the book Leśniewski's Systems of Logic and Foundations of Mathematics by Gérard Biau, Luc Devroye
Cover of the book Methods of Solving Sequence and Series Problems by Gérard Biau, Luc Devroye
Cover of the book Collaboration Technologies and Social Computing by Gérard Biau, Luc Devroye
Cover of the book Macroeconomic Policy after the Crash by Gérard Biau, Luc Devroye
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy