Compute log normalizing constant for the edge-sharing MRF prior

Computes \(\log C(\Theta, \nu)\) where $$C(\Theta,\nu)=\sum_{g\in\{0,1\}^K} \exp\{\nu \mathbf{1}^\top g + g^\top \Theta g\}.$$

Usage

calc_mrf_logC_cpp(Theta, nu)

Arguments

Theta

A K x K symmetric matrix.

nu

Numeric vector of length 1 or more.

Value

Numeric vector of \(\log C(\Theta,\nu)\) for each entry of nu.