Volume 26, May 2012
Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2
July 2, 2011, Bellevue, Washington, USA
- Dorota Glowacka, Louis Dorard, John Shawe-Taylor:
Preface.
- Anna Choromanska, Claire Monteleoni:
Online Clustering with Experts.
1-18
- Lihong Li, Wei Chu, John Langford, Taesup Moon, Xuanhui Wang:
Bandits with Generalized Linear Models.
19-36
- Chris Lovell, Gareth Jones, Klaus-Peter Zauner, Steve R. Gunn:
Exploration and Exploitation with Insufficient Resources.
37-61
- Olivier Nicol, Jérémie Mary, Philippe Preux:
ICML Exploration & Exploitation Challenge: Keep it simple!
62-85
- Christophe Salperwyck, Tanguy Urvoy:
Stumping along a Summary for Exploration & Exploitation Challenge 2011.
86-97
- Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette, John Shawe-Taylor:
PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits.
98-111
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