NeurIPS Poster "treatment effect estimation" Papers

5 papers found

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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

Coupling Generative Modeling and an Autoencoder with the Causal Bridge

Ruolin Meng, Ming-Yu Chung, Dhanajit Brahma et al.

NeurIPS 2025posterarXiv:2509.25599

It’s Hard to Be Normal: The Impact of Noise on Structure-agnostic Estimation

Jikai Jin, Lester Mackey, Vasilis Syrgkanis

NeurIPS 2025posterarXiv:2507.02275
1
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