Bounds on the Excess Minimum Risk via Generalized Information Divergence Measures

Ananya Omanwar, Fady Alajaji, Tamás Linder

Given finite-dimensional random vectors $Y$, $X$, and $Z$ that form a Markov chain in that order (i.e., $Y\to X\to Z$), we derive upper bounds on the excess minimum risk using ge…