Open cthoyt opened 1 year ago
CC @srtaheri @pnavada
For estimating causal inferences, we might also want to consider tractable circuit approaches.
Wang, B., & Kwiatkowska, M. (11.04.2023). Compositional Probabilistic and Causal Inference using Tractable Circuit Models. Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. AISTATS.,
Ananke has several classes of estimation algorithms, depending on how "challenging" the graph is (different subclasses of acyclic directed mixed graphs (ADMGs))
Step 1 would be to wrap these, step 2 is to re-implement (if necessary)