Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings

Editors: Hutter, Marcus, Servedio, Rocco A., Takimoto, Eiji (Eds.)

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About this book

This volume contains the papers presented at the 18th International Conf- ence on Algorithmic Learning Theory (ALT 2007), which was held in Sendai (Japan) during October 1–4, 2007. The main objective of the conference was to provide an interdisciplinary forum for high-quality talks with a strong theore- cal background and scienti?c interchange in areas such as query models, on-line learning, inductive inference, algorithmic forecasting, boosting, support vector machines, kernel methods, complexity and learning, reinforcement learning, - supervised learning and grammatical inference. The conference was co-located with the Tenth International Conference on Discovery Science (DS 2007). This volume includes 25 technical contributions that were selected from 50 submissions by the ProgramCommittee. It also contains descriptions of the ?ve invited talks of ALT and DS; longer versions of the DS papers are available in the proceedings of DS 2007. These invited talks were presented to the audience of both conferences in joint sessions.

Table of contents (31 chapters)

  • Editors’ Introduction

    Hutter, Marcus (et al.)

    Pages 1-8

  • A Theory of Similarity Functions for Learning and Clustering

    Blum, Avrim

    Pages 9-9

  • Machine Learning in Ecosystem Informatics

    Dietterich, Thomas G.

    Pages 10-11

  • Challenge for Info-plosion

    Kitsuregawa, Masaru

    Pages 12-12

  • A Hilbert Space Embedding for Distributions

    Smola, Alex (et al.)

    Pages 13-31

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-540-75225-7
  • 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
  • ISBN 978-3-540-75224-0
  • 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
18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings
Editors
  • Marcus Hutter
  • Rocco A. Servedio
  • Eiji Takimoto
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4754
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-75225-7
DOI
10.1007/978-3-540-75225-7
Softcover ISBN
978-3-540-75224-0
Edition Number
1
Number of Pages
XI, 406
Topics