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A Note on Reverse Pinsker Inequalities (1805.05135v2)
Published 14 May 2018 in cs.IT and math.IT
Abstract: A simple method is shown to provide optimal variational bounds on $f$-divergences with possible constraints on relative information extremums. Known results are refined or proved to be optimal as particular cases.
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