PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

31 October 2011

Papers citing "PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits"

6 / 6 papers shown

Title
PAC-Bayesian Inequalities for Martingales Yevgeny Seldin François Laviolette Nicolò Cesa-Bianchi John Shawe-Taylor P. Auer 111 127 0 31 Oct 2011
PAC-Bayesian Analysis of Martingales and Multiarmed Bandits Yevgeny Seldin François Laviolette John Shawe-Taylor Jan Peters P. Auer 68 15 0 12 May 2011
Contextual Bandit Algorithms with Supervised Learning Guarantees A. Beygelzimer John Langford Lihong Li L. Reyzin Robert Schapire OffRL 191 324 0 22 Feb 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 146 1,618 0 21 Dec 2009
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$ -Mixing Processes L. Ralaivola Marie Szafranski G. Stempfel 116 81 0 10 Sep 2009
Importance Weighted Active Learning A. Beygelzimer S. Dasgupta John Langford 88 364 0 29 Dec 2008