Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior

Yutian Chen, Max Welling

In recent years a number of methods have been developed for automatically learning the (sparse) connectivity structure of Markov Random Fields. These methods are mostly based on L1…