A Global Characterization of $f$-Divergences Yielding PSD Mutual-Information Matrices

Zachary Robertson

Given $n$ random variables, when does the matrix of pairwise $f$-mutual informations define a PSD kernel over variables? For convex finite generators $f:(0,\infty )\to \mathbb{R}$ wi…