Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery

Facundo Bromberg, Federico Schlüter

This work introduces the IB-score, a family of independence-based score functions for robust learning of Markov networks independence structures. Markov networks are a widely used…