A Complete Characterization of Tensorizable $f$-divergences

Rodrigo Cruz, Flavio P. Calmon, Qian Yu

Csiszar's formulation of the $f$-divergence introduced a vast family of functionals for quantifying dissimilarity between probability distributions. However, many applications in s…