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  Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003

Bousquet, O., von Luxburg, U., & Rätsch, G. (2004). Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003. Berlin, Germany: Springer.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-D7D7-8 Version Permalink: http://hdl.handle.net/21.11116/0000-0005-461A-0
Genre: Proceedings

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 Creators:
Bousquet, O, Author              
von Luxburg, U1, 2, Author              
Rätsch, G3, Author              
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              
3Friedrich Miescher Laboratory, Max Planck Society, Max-Planck-Ring 9, 72076 Tübingen, DE, ou_2575692              

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 Abstract: Machine Learning has become a key enabling technology for many engineering applications, investigating scientific questions and theoretical problems alike. To stimulate discussions and to disseminate new results, a summer school series was started in February 2002, the documentation of which is published as LNAI 2600. This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in Tübingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references. Graduate students, lecturers, researchers and professionals alike will find this book a useful resource in learning and teaching machine learning.

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 Dates: 2004-09
 Publication Status: Published in print
 Pages: 240
 Publishing info: Berlin, Germany : Springer
 Table of Contents: -
 Rev. Method: -
 Identifiers: ISBN: 978-3-540-23122-6
BibTex Citekey: 2821
 Degree: -

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Title: ML Summer Schools 2003
Place of Event: Canberra, Australia
Start-/End Date: 2004-02-02 - 2004-02-14

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Title: Lecture Notes in Computer Science
Source Genre: Series
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Pages: - Volume / Issue: 3176 Sequence Number: - Start / End Page: - Identifier: -