Parameter estimation for Gibbs distributions

David G. Harris, Vladimir Kolmogorov

We consider Gibbs distributions, which are families of probability distributions over a discrete space $\Omega$ with probability mass function of the form ${\mu }_{\beta }^{\Omega }(\omega )\propto e^{\beta H(\omega )}$ f…