Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models

Zeyu Zhou, Ruqi Bai, Sean Kulinski +2

Answering counterfactual queries has important applications such as explainability, robustness, and fairness but is challenging when the causal variables are unobserved and the obs…