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Sébastien Bubeck, Damien Ernst, Aurélien Garivier. Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. Journal of Machine Learning Research, 14(1):601-623, 2013. [doi]
Abstract is missing.