Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming

Fulya Trösser, Simon de Givry, George Katsirelos

Bayesian networks are probabilistic graphical models with a wide range of application areas including gene regulatory networks inference, risk analysis and image processing. Learni…