DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning

1 code implementation • 10 Oct 2022 • Siqi Xu, Lin Liu, Zhonghua Liu

Causal mediation analysis can unpack the black box of causality and is therefore a powerful tool for disentangling causal pathways in biomedical and social sciences, and also for evaluating machine learning fairness.

Causal Inference Fairness