Note on Reverse Pinsker Inequalities

05/14/2018

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by   Olivier Binette, et al.

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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.