Lecture Notes in Artificial Intelligence

Computational Learning Theory

Second European Conference, EuroCOLT '95, Barcelona, Spain, March 13 - 15, 1995. Proceedings

Editors: Vitanyi, Paul (Ed.)

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About this book

This volume presents the proceedings of the Second European Conference on Computational Learning Theory (EuroCOLT '95), held in Barcelona, Spain in March 1995.
The book contains full versions of the 28 papers accepted for presentation at the conference as well as three invited papers. All relevant topics in fundamental studies of computational aspects of artificial and natural learning systems and machine learning are covered; in particular artificial and biological neural networks, genetic and evolutionary algorithms, robotics, pattern recognition, inductive logic programming, decision theory, Bayesian/MDL estimation, statistical physics, and cryptography are addressed.

Table of contents (31 chapters)

Table of contents (31 chapters)
  • The discovery of algorithmic probability: A guide for the programming of true creativity

    Pages 1-22

    Solomonoff, Ray J.

  • A desicion-theoretic generalization of on-line learning and an application to boosting

    Pages 23-37

    Freund, Yoav (et al.)

  • Online learning versus offline learning

    Pages 38-52

    Ben-David, Shai (et al.)

  • Learning distributions by their density levels — A paradigm for learning without a teacher

    Pages 53-68

    Ben-David, Shai (et al.)

  • Tight worst-case loss bounds for predicting with expert advice

    Pages 69-83

    Haussler, David (et al.)

Buy this book

eBook 71,68 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-49195-8
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 90,47 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Computational Learning Theory
Book Subtitle
Second European Conference, EuroCOLT '95, Barcelona, Spain, March 13 - 15, 1995. Proceedings
Editors
  • Paul Vitanyi
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
904
Copyright
1995
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-49195-8
DOI
10.1007/3-540-59119-2
Softcover ISBN
978-3-540-59119-1
Edition Number
1
Number of Pages
XVIII, 422
Topics