SimPONet jointly trains on real observational data and simulator counterfactuals to estimate CATE from post-treatment covariates, guided by a new generalization bound.
Estimating the labor market impact of voluntary military service using social security data on military applicants, 1995
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Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
SimPONet jointly trains on real observational data and simulator counterfactuals to estimate CATE from post-treatment covariates, guided by a new generalization bound.