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Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

7th International Workshop, ALT '96, Sydney, Australia, October 23 - 25, 1996. Proceedings

Editors: Arikawa, Setsuo, Sharma, Arun K. (Eds.)

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About this book

This book constitutes the refereed proceedings of the 7th International Workshop on Algorithmic Learning Theory, ALT '96, held in Sydney, Australia, in October 1996.
The 16 revised full papers presented were selected from 41 submissions; also included are eight short papers as well as four full length invited contributions by Ross Quinlan, Takeshi Shinohara, Leslie Valiant, and Paul Vitanyi, and an introduction by the volume editors. The book covers all areas related to algorithmic learning theory, ranging from theoretical foundations of machine learning to applications in several areas.

Table of contents (28 chapters)

Table of contents (28 chapters)
  • Managing complexity in neuroidal circuits

    Pages 1-11

    Valiant, Leslie G.

  • Learnability of exclusive-or expansion based on monotone DNF formulas

    Pages 12-25

    Takimoto, Eiji (et al.)

  • Improved bounds about on-line learning of smooth functions of a single variable

    Pages 26-36

    Long, Philip M.

  • Query learning of bounded-width OBDDs

    Pages 37-50

    Nakamura, Atsuyoshi

  • Learning a representation for optimizable formulas

    Pages 51-58

    Büning, Hans Kleine (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-70719-6
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-540-61863-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Algorithmic Learning Theory
Book Subtitle
7th International Workshop, ALT '96, Sydney, Australia, October 23 - 25, 1996. Proceedings
Editors
  • Setsuo Arikawa
  • Arun K. Sharma
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1160
Copyright
1996
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-70719-6
DOI
10.1007/3-540-61863-5
Softcover ISBN
978-3-540-61863-8
Edition Number
1
Number of Pages
XVII, 337
Topics