On certain new inequalities in information theory

Abstract

We prove a global assertion on logarithmic convexity of Csiszár's f-divergence. It follows that the relative s-information measure is log-convex for s ∈ ℝ, wherefrom some new inequalities connecting Kullback-Leibler divergence and χ2 and Hellinger distances arise.