Lectures on the Nearest Neighbor Method

Lectures on the Nearest Neighbor Method
Author :
Publisher : Springer
Total Pages : 284
Release :
ISBN-10 : 9783319253886
ISBN-13 : 3319253883
Rating : 4/5 (86 Downloads)

Book Synopsis Lectures on the Nearest Neighbor Method by : Gérard Biau

Download or read book Lectures on the Nearest Neighbor Method written by Gérard Biau and published by Springer. This book was released on 2015-12-08 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).


Lectures on the Nearest Neighbor Method Related Books

Lectures on the Nearest Neighbor Method
Language: en
Pages: 284
Authors: Gérard Biau
Categories: Mathematics
Type: BOOK - Published: 2015-12-08 - Publisher: Springer

DOWNLOAD EBOOK

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-co
Lectures on the Nearest Neighbor Method
Language: en
Pages:
Authors: Gérard Biau
Categories:
Type: BOOK - Published: 2015 - Publisher:

DOWNLOAD EBOOK

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-co
Inference and Learning from Data
Language: en
Pages: 1081
Authors: Ali H. Sayed
Categories: Computers
Type: BOOK - Published: 2022-11-30 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Discover data-driven learning methods with the third volume of this extraordinary three-volume set.
Database and Expert Systems Applications
Language: en
Pages: 521
Authors: Sven Hartmann
Categories: Computers
Type: BOOK - Published: 2018-08-20 - Publisher: Springer

DOWNLOAD EBOOK

This two volume set of LNCS 11029 and LNCS 11030 constitutes the refereed proceedings of the 29th International Conference on Database and Expert Systems Applic
Machine Learning for Data Science Handbook
Language: en
Pages: 975
Authors: Lior Rokach
Categories: Computers
Type: BOOK - Published: 2023-08-17 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book organizes key concepts, theories, standards, methodologies, trends, challenges and applications of data mining and knowledge discovery in databases. I