Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE

Lokesh Nagalapatti, Pranava Singhal, Avishek Ghosh +1

Treatment effect estimation involves assessing the impact of different treatments on individual outcomes. Current methods estimate Conditional Average Treatment Effect (CATE) using…