Coupling Noisy Pairwise Knowledge to the DAG Posterior for Causal Discovery.

arXiv:2610.04559v1 Announce Type: cross Abstract: External causal reports can improve structure learning from limited observations, but their reliability varies across sources and variable pairs. We introduce HB-NoisyKG, a Bayesian framework that combines obse