Christian Toth

Active Bayesian Causal Inference

2022 · arXiv (Cornell University)

Causal discovery and causal reasoning are classically treated as separate and consecutive tasks: one first infers the causal graph, and then uses it to estimate causal effects of interventions. However, such a two-stage approach is …