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

arXiv:2610.01193v1 Announce Type: cross Abstract: Counterfactual generation seeks to sample outcomes under a hypothetical intervention or decision using observational data collected under the factual assignment mechanism. We develop a flow-matching approach th