Partial Identification under High-Dimensional Potential Outcomes and Confounders via Optimal Transport

Yunfeng Wang, Zhiheng Zhang, Zijun Gao

Partial identification provides informative causal guarantees when point identification is impossible, but existing approaches based on optimal transport (OT) become computationall…