Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration

Fattaneh Jabbari, Mahdi Pakdaman Naeini, Gregory F. Cooper

Discovery of an accurate causal Bayesian network structure from observational data can be useful in many areas of science. Often the discoveries are made under uncertainty, which c…