On a Gel'fand-Yaglom-Peres theorem for f-divergences

Gustavo L. Gilardoni

It is shown that the $f$-divergence between two probability measures $P$ and $R$ equals the supremum of the same $f$-divergence computed over all finite measurable partitions of th…