Algorithmic Learning Theory
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Published on 1. October 2014
XVIII, 351 pages
978-3-319-11662-4 (ISBN)
Description
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.
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Peter Auer | Alexander Clark | Thomas Zeugmann
Algorithmic Learning Theory
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Book
09/2014
Springer
€53.49
Shipment within 10-15 days
Content
Inductive Inference.- Exact Learning from Queries.- Reinforcement Learning.- Online Learning and Learning with Bandit Information.- Statistical Learning Theory.- Privacy, Clustering, MDL, and Kolmogorov Complexity.
