Pairwise MRF Calibration by Perturbation of the Bethe Reference Point

Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes +1

We investigate different ways of generating approximate solutions to the pairwise Markov random field (MRF) selection problem. We focus mainly on the inverse Ising problem, but dis…