Counterfactual Generation via Flow Matching: Coupling-Sensitive End-to-End Rates

Yunrui Guan, Krishnakumar Balasubramanian, Shiva Prasad Kasiviswanathan

Counterfactual generation seeks to sample outcomes under a hypothetical intervention or decision using observational data collected under the factual assignment mechanism. We devel…