From Local to Cluster: A Unified Framework for Causal Discovery with Latent Variables
arXiv:2604.22416v1 Announce Type: cross
Abstract: Latent variables pose a fundamental challenge to causal discovery and inference. Conventional local methods focus on direct neighbors but fail to provide macro level insights. Cluster level methods ena…