DiffPO: A causal diffusion model for learning distributions of potential outcomes

Yuchen Ma, Valentyn Melnychuk, Jonas Schweisthal +1

Predicting potential outcomes of interventions from observational data is crucial for decision-making in medicine, but the task is challenging due to the fundamental problem of cau…