Best-Choice Edge Grafting for Efficient Structure Learning of Markov Random Fields

Walid Chaabene, Bert Huang

Incremental methods for structure learning of pairwise Markov random fields (MRFs), such as grafting, improve scalability by avoiding inference over the entire feature space in eac…