Algorithmic Learning Theory: 22nd International Conference, Alt 2011, Espoo, Finland, October 5-7, 2011, Proceedings

ISBN-13: 9783642244117 / Angielski / Miękka / 2011 / 453 str.

Jyriki Kivinen;Csaba Szepesvari;Esko Ukkonen

Opis

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.