Lecture Notes in Artificial Intelligence

Computational Learning Theory

Third European Conference, EuroCOLT '97, Jerusalem, Israel, March 17 - 19, 1997, Proceedings

Editors: Ben-David, Shai (Ed.)

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About this book

This book constitutes the refereed proceedings of the Third European Conference on Computational Learning Theory, EuroCOLT'97, held in Jerusalem, Israel, in March 1997.
The book presents 25 revised full papers carefully selected from a total of 36 high-quality submissions. The volume spans the whole spectrum of computational learning theory, with a certain emphasis on mathematical models of machine learning. Among the topics addressed are machine learning, neural nets, statistics, inductive inference, computational complexity, information theory, and theoretical physics.

Table of contents (26 chapters)

  • Sample compression, learnability, and the Vapnik-Chervonenkis dimension

    Warmuth, Manfred

    Pages 1-2

  • Learning boxes in high dimension

    Beimel, Amos (et al.)

    Pages 3-15

  • Learning monotone term decision lists

    Guijarro, David (et al.)

    Pages 16-26

  • Learning matrix functions over rings

    Bshouty, Nader H. (et al.)

    Pages 27-37

  • Learning from incomplete boundary queries using split graphs and hypergraphs

    Sloan, Robert H. (et al.)

    Pages 38-50

Buy this book

eBook $74.99
price for USA in USD (gross)
  • ISBN 978-3-540-68431-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA in USD
  • ISBN 978-3-540-62685-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Learning Theory
Book Subtitle
Third European Conference, EuroCOLT '97, Jerusalem, Israel, March 17 - 19, 1997, Proceedings
Editors
  • Shai Ben-David
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1208
Copyright
1997
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-68431-2
DOI
10.1007/3-540-62685-9
Softcover ISBN
978-3-540-62685-5
Edition Number
1
Number of Pages
CCCXLVIII, 338
Topics