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Conference ALT (Conference) (27th : 2016 : Bari, Italy)
Title Algorithmic learning theory : 27th International Conference, ALT 2016, Bari, Italy, October 19-21, 2016, Proceedings / Ronald Ortner, Hans Ulrich Simon, Sandra Zilles (eds.).
Imprint Switzerland : Springer, 2016.

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Conference ALT (Conference) (27th : 2016 : Bari, Italy)
Series Lecture notes in artificial intelligence, 0302-9743 ; 9925
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 9925.
LNCS sublibrary. SL 7, Artificial intelligence.
Subject Computer algorithms -- Congresses.
Machine learning -- Congresses.
Alt Name Ortner, Ronald,
Simon, Hans Ulrich, 1954-
Zilles, Sandra, 1976-
Add Title ALT 2016
Description 1 online resource (xix, 371 pages) : illustrations.
polychrome rdacc
Note International conference proceedings.
Bibliography Note Includes bibliographical references and author index.
Contents Error bounds, sample compression schemes -- Statistical learning, theory, evolvability -- Exact and interactive learning -- Complexity of teaching models -- Inductive inference -- Online learning -- Bandits and reinforcement learning -- Clustering.
Summary This book constitutes the refereed proceedings of the 27th International Conference on Algorithmic Learning Theory, ALT 2016, held in Bari, Italy, in October 2016, co-located with the 19th International Conference on Discovery Science, DS 2016. The 24 regular papers presented in this volume were carefully reviewed and selected from 45 submissions. In addition the book contains 5 abstracts of invited talks. The papers are organized in topical sections named: error bounds, sample compression schemes; statistical learning, theory, evolvability; exact and interactive learning; complexity of teaching models; inductive inference; online learning; bandits and reinforcement learning; and clustering.
Note Online resource; title from PDF title page (SpringerLink, viewed October 20, 2016).
ISBN 9783319463797 (electronic bk.)
3319463799 (electronic bk.)
9783319463780 (print)
ISBN/ISSN 10.1007/978-3-319-46379-7
OCLC # 960952402

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