Lecture Notes in Artificial Intelligence

Computational Learning Theory

15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002. Proceedings

Editors: Kivinen, Jyrki, Sloan, Robert H. (Eds.)

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Table of contents (27 chapters)

Table of contents (27 chapters)
  • Agnostic Learning Nonconvex Function Classes

    Mendelson, Shahar (et al.)

    Pages 1-13

  • Entropy, Combinatorial Dimensions and Random Averages

    Mendelson, Shahar (et al.)

    Pages 14-28

  • Geometric Parameters of Kernel Machines

    Mendelson, Shahar

    Pages 29-43

  • Localized Rademacher Complexities

    Bartlett, Peter L. (et al.)

    Pages 44-58

  • Some Local Measures of Complexity of Convex Hulls and Generalization Bounds

    Bousquet, Olivier (et al.)

    Pages 59-73

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-540-45435-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-540-43836-6
  • 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
15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002. Proceedings
Editors
  • Jyrki Kivinen
  • Robert H. Sloan
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2375
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45435-9
DOI
10.1007/3-540-45435-7
Softcover ISBN
978-3-540-43836-6
Edition Number
1
Number of Pages
XII, 412
Topics