Partially Observed Structural Causal Models

概要

arXiv:2605.03268v1 Announce Type: cross Abstract: Here we introduce Partially Observed Structural Causal Models (POSCMs) that formalize causal systems where latent contexts co-determine both the interaction structure and downstream mechanisms on observed variables. POSCMs provide an extension of st…