UA-DCM: Uncertainty-aware Causal Decision Making via Effect Bound Decomposition

Md Musfiqur Rahman, Ziwei Jiang, Hilaf Hasson +1

Causal inference from observational data can provide strong evidence for finding the best action in a decision-making scenario without having to perform expensive randomized trials…