Algorithmic Learning Theory: 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings (Lecture Notes in Computer Science)

Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles

ISBN 10: 3319116614 / ISBN 13: 9783319116617

Editore: Springer 2014-09-23, 2014

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Codice articolo 6666-IUK-9783319116617

Dati bibliografici

• Titolo: Algorithmic Learning Theory: 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings (Lecture Notes in Computer Science)
• Editore: Springer 2014-09-23
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 3319116614
• ISBN 13: 9783319116617
• Rilegatura: Paperback
• Condizione: New

Descrizione articolo

Riassunto

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.