Improving Bayesian Network Structure Learning in the Presence of Measurement Error

Yang Liu, Anthony C. Constantinou, ZhiGao Guo

Structure learning algorithms that learn the graph of a Bayesian network from observational data often do so by assuming the data correctly reflect the true distribution of the var…