arXiv cs.LG
· Papers
Partially Observed Structural Causal Models
arXiv:2605.03268v2 Announce Type: replace Abstract: Here we introduce Partially Observed Structural Causal Models (POSCMs) as an extension of structural causal models (SCMs) to settings where upstream contexts co-determine both the interaction structure and downstream mechanisms on observed variables. POSCMs thus provi