Lecture Notes in Artificial Intelligence

Learning Theory

20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings

Editors: Bshouty, Nader, Gentile, Claudio (Eds.)

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Table of contents (48 chapters)

  • Property Testing: A Learning Theory Perspective

    Ron, Dana

    Pages 1-2

  • Spectral Algorithms for Learning and Clustering

    Vempala, Santosh S.

    Pages 3-4

  • Minimax Bounds for Active Learning

    Castro, Rui M. (et al.)

    Pages 5-19

  • Stability of k-Means Clustering

    Ben-David, Shai (et al.)

    Pages 20-34

  • Margin Based Active Learning

    Balcan, Maria-Florina (et al.)

    Pages 35-50

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-540-72927-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA
  • ISBN 978-3-540-72925-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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 Bshouty
  • Claudio Gentile
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4539
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-72927-3
DOI
10.1007/978-3-540-72927-3
Softcover ISBN
978-3-540-72925-9
Edition Number
1
Number of Pages
XII, 636
Topics