2025 "unobserved confounding" Papers

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Conference

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An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation

Uzair Akbar, Niki Kilbertus, Hao Shen et al.

NEURIPS 2025spotlightarXiv:2510.25128

Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs

Qi Kuang, Jiayi Wang, Fan Zhou et al.

NEURIPS 2025poster

Data Fusion for Partial Identification of Causal Effects

Quinn Lanners, Cynthia Rudin, Alexander Volfovsky et al.

NEURIPS 2025posterarXiv:2505.24296
2
citations