Appendix for Bayesian Active Causal Discovery with Multi-Fidelity Experiments Anonymous Author(s) Affiliation Address email

Neural Information Processing Systems 

Then, we intend to calculate the constraint part. The algorithm for Licence method for single-target interventiion scenario is shown in Algorithm 1. The details of experimental baselines are demonstrated as follows. AIT [11] is an active learning method that utilize f-score to select intervention queries. REAL fidelity means the model always choose the highest fidelity to conduct experiments.

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