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algorithmic learning theory: 22nd international conference, alt 2011, espoo, finland, october 5-7, 2011, proceedings
Csaba Szepesvári
(Illustrated by)
·
Jyriki Kivinen
(Illustrated by)
·
Esko Ukkonen
(Illustrated by)
·
Springer
· Paperback
algorithmic learning theory: 22nd international conference, alt 2011, espoo, finland, october 5-7, 2011, proceedings - Kivinen, Jyriki ; Szepesvári, Csaba ; Ukkonen, Esko
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Synopsis "algorithmic learning theory: 22nd international conference, alt 2011, espoo, finland, october 5-7, 2011, proceedings"
This book constitutes the refereed proceedings of the 22nd International Conference on Algorithmic Learning Theory, ALT 2011, held in Espoo, Finland, in October 2011, co-located with the 14th International Conference on Discovery Science, DS 2011. The 28 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from numerous submissions. The papers are divided into topical sections of papers on inductive inference, regression, bandit problems, online learning, kernel and margin-based methods, intelligent agents and other learning models.