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Sébastien Bubeck, Che-Yu Liu. Prior-free and prior-dependent regret bounds for Thompson Sampling. In 48th Annual Conference on Information Sciences and Systems, CISS 2014, Princeton, NJ, USA, March 19-21, 2014. pages 1-9, IEEE, 2014. [doi]