Relative entropy bound for the unnormalized Hellinger distance

ID: relative-entropy-bound-for-the-unnormalized-hellinger-distance

The scalar inequality , applied to and integrated against , gives . The right side is the unnormalized squared Hellinger distance. Infinite divergence and zero density regions are handled by the usual extended-integral conventions.

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