Peter Auer,
Alexander Clark,
Thomas Zeugmann,
Sandra Zilles
e.a.
Algorithmic Learning Theory
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Paperback Engels 2014 2014e druk 9783319116617
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Samenvatting
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.
Specificaties
ISBN13:9783319116617
Taal:Engels
Bindwijze:paperback
Aantal pagina's:351
Uitgever:Springer International Publishing
Druk:2014
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Lezersrecensies
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Inhoudsopgave
<p>Inductive Inference.- Exact Learning from Queries.- Reinforcement Learning.- Online Learning and Learning with Bandit Information.- Statistical Learning Theory.- Privacy, Clustering, MDL, and Kolmogorov Complexity.</p>
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