Lecture Notes in Artificial Intelligence

Computational Learning Theory

14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings

Editors: Helmbold, David, Williamson, Bob (Eds.)

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Table of contents (41 chapters)

Table of contents (41 chapters)
  • How Many Queries Are Needed to Learn One Bit of Information?

    Simon, Hans Ulrich

    Pages 1-13

  • Radial Basis Function Neural Networks Have Superlinear VC Dimension

    Schmitt, Michael

    Pages 14-30

  • Tracking a Small Set of Experts by Mixing Past Posteriors

    Bousquet, Olivier (et al.)

    Pages 31-47

  • Potential-Based Algorithms in Online Prediction and Game Theory

    Cesa-Bianchi, Nicolò (et al.)

    Pages 48-64

  • A Sequential Approximation Bound for Some Sample-Dependent Convex Optimization Problems with Applications in Learning

    Zhang, Tong

    Pages 65-81

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-540-44581-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.99
price for USA in USD
  • ISBN 978-3-540-42343-0
  • 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
14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19, 2001, Proceedings
Editors
  • David Helmbold
  • Bob Williamson
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2111
Copyright
2001
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-44581-4
DOI
10.1007/3-540-44581-1
Softcover ISBN
978-3-540-42343-0
Edition Number
1
Number of Pages
DCXLVIII, 638
Topics