"structural causal models" Papers
15 papers found
Conference
Causally Consistent Normalizing Flow
Qingyang Zhou, Kangjie Lu, Meng Xu
AAAI 2025paperarXiv:2412.12401
Cyclic Counterfactuals under Shift–Scale Interventions
Saptarshi Saha, Dhruv Rathore, Utpal Garain
NEURIPS 2025arXiv:2510.25005
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport
Ahmad Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
AAAI 2025paperarXiv:2510.00599
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
Shlomi Hod, Lucas Rosenblatt, Julia Stoyanovich
NEURIPS 2025arXiv:2504.14368
2
citations
Identifying Macro Causal Effects in C-DMGs over DMGs
Simon Ferreira, Charles Assaad
NEURIPS 2025arXiv:2506.19650
1
citations
Learning Structural Causal Models from Ordering: Identifiable Flow Models
Minh Khoa Le, Kien Do, Truyen Tran
AAAI 2025paperarXiv:2412.09843
Standardizing Structural Causal Models
Weronika Ormaniec, Scott Sussex, Lars Lorch et al.
ICLR 2025arXiv:2406.11601
13
citations
Universal Causal Inference in a Topos
Sridhar Mahadevan
NEURIPS 2025spotlight
2
citations
A Fixed-Point Approach for Causal Generative Modeling
Meyer Scetbon, Joel Jennings, Agrin Hilmkil et al.
ICML 2024arXiv:2404.06969
4
citations
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
Discovering Mixtures of Structural Causal Models from Time Series Data
Sumanth Varambally, Yian Ma, Rose Yu
ICML 2024arXiv:2310.06312
10
citations
Graph Neural Network Causal Explanation via Neural Causal Models
Arman Behnam, Binghui Wang
ECCV 2024arXiv:2407.09378
10
citations
Identification for Tree-Shaped Structural Causal Models in Polynomial Time
Aaryan Gupta, Markus Bläser
AAAI 2024paperarXiv:2311.14058
1
citations
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models
Zeyu Zhou, Ruqi Bai, Sean Kulinski et al.
ICLR 2024arXiv:2306.11281
2
citations
When is Transfer Learning Possible?
My Phan, Kianté Brantley, Stephanie Milani et al.
ICML 2024