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Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings

Editors: Auer, P., Clark, A., Zeugmann, Th., Zilles, S. (Eds.)

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  • ISBN 978-3-319-11662-4
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About this book

This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully reviewed and selected from 50 submissions. In addition the book contains 4 full papers summarizing the invited talks. The papers are organized in topical sections named: inductive inference; exact learning from queries; reinforcement learning; online learning and learning with bandit information; statistical learning theory; privacy, clustering, MDL, and Kolmogorov complexity.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • Editors’ Introduction

    Pages 1-7

    Auer, Peter (et al.)

  • Cellular Tree Classifiers

    Pages 8-17

    Biau, Gérard (et al.)

  • A Survey of Preference-Based Online Learning with Bandit Algorithms

    Pages 18-39

    Busa-Fekete, Róbert (et al.)

  • A Map of Update Constraints in Inductive Inference

    Pages 40-54

    Kötzing, Timo (et al.)

  • On the Role of Update Constraints and Text-Types in Iterative Learning

    Pages 55-69

    Jain, Sanjay (et al.)

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-11662-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-11661-7
  • 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
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Editors
  • Peter Auer
  • Alexander Clark
  • Thomas Zeugmann
  • Sandra Zilles
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8776
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-11662-4
DOI
10.1007/978-3-319-11662-4
Softcover ISBN
978-3-319-11661-7
Edition Number
1
Number of Pages
XVIII, 351
Number of Illustrations
22 b/w illustrations
Topics