A uniqueness theorem for the variational free energy decomposition

Michael P. Rubin

For a finite system with reference measure $p$ and positive weight $\ell$, the variational free energy $F(Q;p,\ell )=D(Q\Vert p)-E_Q[\log \ell ]$ satisfies the exact identity $\log Z(…