Pinsker's inequality for adapted total variation

Mathias Beiglböck, Markus Zona

Pinsker's classical inequality asserts that the total variation $TV(\hat{I}¼,\hat{I}½)$ between two probability measures is bounded by $\sqrt{2H(\hat{I}¼|\hat{I}½)}$ where $H$ denotes the relative entro…