DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations

Jiageng Zhu, Hanchen Xie, Jiazhi Li +1

Accurate estimation of counterfactual outcomes in high-dimensional data is crucial for decision-making and understanding causal relationships and intervention outcomes in various d…