University of Cambridge; AstraZeneca; University of Cambridge, UCLA, The Alan Turing Institute
Treatment effect heterogeneity;Causal Inference;Benchmarking
Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation