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Aryeh Kontorovich, Roi Weiss. Uniform Chernoff and Dvoretzky-Kiefer-Wolfowitz-Type Inequalities for Markov Chains and Related Processes. J. Applied Probability, 51(4):1100-1113, 2014. [doi]
Abstract is missing.