Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4539)
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 2007.
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Table of contents (48 papers)
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Front Matter
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Unsupervised, Semisupervised and Active Learning I
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Unsupervised, Semisupervised and Active Learning II
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Statistical Learning Theory
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Online and Reinforcement Learning I
Keywords
- Alphabet
- active learning
- algorithm
- algorithmic learning
- algorithms
- classification
- complexity
- computational learning
- decision theory
- game theory
- inductive inference
- kernel method
- machine learning
- optimization
- stability
- algorithm analysis and problem complexity
Bibliographic Information
Book Title: Learning Theory
Book Subtitle: 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings
Editors: Nader H. Bshouty, Claudio Gentile
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-540-72927-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2007
Softcover ISBN: 978-3-540-72925-9Published: 01 June 2007
eBook ISBN: 978-3-540-72927-3Published: 12 June 2007
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 636
Topics: Artificial Intelligence, Theory of Computation, Algorithms, Formal Languages and Automata Theory