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Strongly Convex Divergences

Abstract

We consider a sub-class of the ff-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or κ\kappa-convex divergences. We derive new and old relationships, based on convexity arguments, between popular ff-divergences.

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