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On Pairs of $f$-divergences and their Joint Range

Published 1 Jul 2010 in cs.IT, math.IT, math.ST, and stat.TH | (1007.0097v1)

Abstract: We compare two f-divergences and prove that their joint range is the convex hull of the joint range for distributions supported on only two points. Some applications of this result are given.

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