Functional inequalities from the fundamental limits of Bayesian estimation

Shuchen Li, Ilias Zadik

We develop a Bayesian information-theoretic framework for proving functional inequalities for log-concave measures. Motivated by Klartag and Ordentlich, we establish a unified equi…