Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4005)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): COLT: International Conference on Computational Learning Theory
Conference proceedings info: COLT 2006.
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Table of contents (48 papers)
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Front Matter
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Invited Presentations
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Regularized Learning and Kernel Methods
Keywords
- Clustering stability
- Support Vector Machine
- algorithmic learning
- classification
- computational learning
- decision theory
- game theory
- inductive inference
- kernel method
- kernel methods
- learning methods
- machine learning
- reinforcement learning
- stability
- supervised learning
- algorithm analysis and problem complexity
Editors and Affiliations
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ICREA and Department of Economics, Universitat Pompeu Fabra, Barcelona, Spain
Gábor Lugosi
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Ruhr-Universität Bochum, Germany
Hans Ulrich Simon
Bibliographic Information
Book Title: Learning Theory
Book Subtitle: 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings
Editors: Gábor Lugosi, Hans Ulrich Simon
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/11776420
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2006
Softcover ISBN: 978-3-540-35294-5Published: 12 June 2006
eBook ISBN: 978-3-540-35296-9Published: 29 September 2006
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 660
Topics: Artificial Intelligence, Computation by Abstract Devices, Algorithm Analysis and Problem Complexity, Mathematical Logic and Formal Languages