No More Maybe-Arrows: Resolving Causal Uncertainty by Breaking Symmetries

Tingrui Huang, Devendra Singh Dhami

The recent works on causal discovery have followed a similar trend of learning partial ancestral graphs (PAGs) since observational data constrain the true causal directed acyclic g…