Cyclic Counterfactuals under Shift-Scale Interventions

Saptarshi Saha, Dhruv Vansraj Rathore, Utpal Garain

Most counterfactual inference frameworks traditionally assume acyclic structural causal models (SCMs), i.e. directed acyclic graphs (DAGs). However, many real-world systems (e.g. b…