"selection bias" Papers

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Conference

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Paper Type

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Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders

Gongxu Luo, Haoyue Dai, Longkang Li et al.

NEURIPS 2025arXiv:2501.10124
4
citations

On the Value of Cross-Modal Misalignment in Multimodal Representation Learning

Yichao Cai, Yuhang Liu, Erdun Gao et al.

NEURIPS 2025spotlightarXiv:2504.10143
7
citations

RecFlow: An Industrial Full Flow Recommendation Dataset

Qi Liu, Kai Zheng, Rui Huang et al.

ICLR 2025arXiv:2410.20868
12
citations

When Selection Meets Intervention: Additional Complexities in Causal Discovery

Haoyue Dai, Ignavier Ng, Jianle Sun et al.

ICLR 2025arXiv:2503.07302
5
citations

Continuous Treatment Effects with Surrogate Outcomes

Zhenghao Zeng, David Arbour, Avi Feller et al.

ICML 2024arXiv:2402.00168
4
citations

Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach

Wen Huang, Xintao Wu

AAAI 2024paperarXiv:2312.12731
2
citations

Statistical Inference Under Constrained Selection Bias

Santiago Cortes-Gomez, Mateo Dulce Rubio, Carlos Miguel Patiño et al.

ICML 2024arXiv:2306.03302