Sharp Inequalities for $f$-divergences

Adityanand Guntuboyina, Sujayam Saha, Geoffrey Schiebinger

$f$-divergences are a general class of divergences between probability measures which include as special cases many commonly used divergences in probability, mathematical statistic…