2025 "treatment effect estimation" Papers

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Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls

Qinwei Yang, Jingyi Li, Peng Wu

NeurIPS 2025posterarXiv:2508.03282

Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference

Anpeng Wu, Haiyi Qiu, Zhengming Chen et al.

ICLR 2025poster
2
citations

Learning Counterfactual Outcomes Under Rank Preservation

Peng Wu, Haoxuan Li, Chunyuan Zheng et al.

NeurIPS 2025posterarXiv:2502.06398
2
citations

Treatment Effect Estimation for Optimal Decision-Making

Dennis Frauen, Valentyn Melnychuk, Jonas Schweisthal et al.

NeurIPS 2025posterarXiv:2505.13092
2
citations