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

Published Switzerland : Springer, 2016

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Description 1 online resource (xix, 371 pages) : illustrations 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. 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 Notes International conference proceedings Bibliography Includes bibliographical references and author index Notes Online resource; title from PDF title page (SpringerLink, viewed October 20, 2016) Subject Computer algorithms -- Congresses Machine learning -- Congresses Computer science. Data mining. Pattern recognition. Artificial intelligence. Computers -- Computer Science. Computers -- Database Management -- Data Mining. Computers -- Computer Vision & Pattern Recognition. Computers -- Intelligence (AI) & Semantics. Computer algorithms Machine learning Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Ortner, Ronald, editor Simon, Hans Ulrich, 1954- editor. Zilles, Sandra, 1976- editor. ISBN 9783319463797 3319463799

Other Titles ALT 2016

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