cs.AI, cs.LG, stat.ME, stat.ML

Partially Observed Structural Causal Models

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 obser…