Paper "structural causal models" Papers

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Causally Consistent Normalizing Flow

Qingyang Zhou, Kangjie Lu, Meng Xu

AAAI 2025paperarXiv:2412.12401

Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport

Ahmad Reza Ehyaei, Golnoosh Farnadi, Samira Samadi

AAAI 2025paperarXiv:2510.00599

Learning Structural Causal Models from Ordering: Identifiable Flow Models

Minh Khoa Le, Kien Do, Truyen Tran

AAAI 2025paperarXiv:2412.09843

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai et al.

AAAI 2024paperarXiv:2312.09758
4
citations

Identification for Tree-Shaped Structural Causal Models in Polynomial Time

Aaryan Gupta, Markus Bläser

AAAI 2024paperarXiv:2311.14058
1
citations