Title Algorithmic learning theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings / Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles (eds.)

Published Cham : Springer, 2014

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Description 1 online resource (xviii, 351 pages) : illustrations Series Lecture notes in artificial intelligence, 0302-9743 ; 8776 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence ; 8776 LNCS sublibrary. SL 7, Artificial intelligence. Contents Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity Summary 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 Analysis computerwetenschappen computer sciences computertechnieken computer techniques computational science patroonherkenning pattern recognition kunstmatige intelligentie artificial intelligence datamining data mining Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen) Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed October 16, 2014) Subject Computer algorithms -- Congresses Machine learning -- Congresses Computer algorithms Machine learning Engineering & Applied Sciences. Mechanical Engineering. Computer Science. Mechanical Engineering - General. Genre/Form Conference papers and proceedings Form Electronic book Author Auer, Peter, editor Clark, Alexander, editor of compilation Zeugmann, Thomas, editor of compilation. Zilles, Sandra, editor of compilation ISBN 9783319116624 3319116622 3319116614 9783319116617

Other Titles ALT 2014

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