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Workshop on On-line Trading, held at ICML 2011
- Dorota Glowacka, Louis Dorard, John Shawe-Taylor:

Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, Bellevue, Washington, USA, July 2, 2011. JMLR Proceedings 26, JMLR.org 2012 - 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 L. 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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