Lecture Notes in Artificial Intelligence

Algorithmic Learning Theory

26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings

Editors: Chaudhuri, Kamalika, GENTILE, CLAUDIO, Zilles, Sandra (Eds.)

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About this book

This book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015. The 23 full papers presented in this volume were carefully reviewed and selected from 44 submissions. In addition the book contains 2 full papers summarizing the invited talks and 2 abstracts of invited talks. The papers are organized in topical sections named: inductive inference; learning from queries, teaching complexity; computational learning theory and algorithms; statistical learning theory and sample complexity; online learning, stochastic optimization; and Kolmogorov complexity, algorithmic information theory.

Table of contents (25 chapters)

Table of contents (25 chapters)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-319-24486-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-24485-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Algorithmic Learning Theory
Book Subtitle
26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings
Editors
  • Kamalika Chaudhuri
  • CLAUDIO GENTILE
  • Sandra Zilles
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9355
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-24486-0
DOI
10.1007/978-3-319-24486-0
Softcover ISBN
978-3-319-24485-3
Edition Number
1
Number of Pages
XVII, 395
Number of Illustrations
26 illustrations in colour
Topics