Jyriki Kivinen, Csaba Szepesvári, Esko Ukkonen and Thomas Zeugmann, "Algorithmic Learning Theory"
English | 2011 | ISBN: 3642244114 | 466 pages | PDF | 6,4 MB
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.
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