Orlicz addition for measures and an optimization problem for the $f$-divergence

Shaoxiong Hou, Deping Ye

In this paper, the Orlicz addition of measures is proposed and an interpretation of the $f$-divergence is provided based on a linear Orlicz addition of two measures. Fundamental in…