Mitigating Prior Errors in Causal Structure Learning: A Resilient Approach via Bayesian Networks

Lyuzhou Chen, Taiyu Ban, Xiangyu Wang +2

Causal structure learning (CSL), a prominent technique for encoding cause-and-effect relationships among variables, through Bayesian Networks (BNs). Although recovering causal stru…