2021
Improving Causal Discovery By Optimal Bayesian Network Learning
AAAI 2021technical
Many widely-used causal discovery methods such as Greedy Equivalent Search (GES), although with asymptotic correctness guarantees, have been reported to produce sub-optimal solutions on finite data, or when the causal faithfulness condition is violated. The constraint-based procedure with Boolean sa…