"structural causal models" Papers
8 papers found
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
Shlomi Hod, Lucas Rosenblatt, Julia Stoyanovich
NeurIPS 2025posterarXiv:2504.14368
1
citations
Standardizing Structural Causal Models
Weronika Ormaniec, Scott Sussex, Lars Lorch et al.
ICLR 2025posterarXiv:2406.11601
13
citations
A Fixed-Point Approach for Causal Generative Modeling
Meyer Scetbon, Joel Jennings, Agrin Hilmkil et al.
ICML 2024poster
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 2024poster
Graph Neural Network Causal Explanation via Neural Causal Models
Arman Behnam, Binghui Wang
ECCV 2024posterarXiv:2407.09378
10
citations
Identification for Tree-Shaped Structural Causal Models in Polynomial Time
Aaryan Gupta, Markus Bläser
AAAI 2024paperarXiv:2311.14058
1
citations
When is Transfer Learning Possible?
My Phan, Kianté Brantley, Stephanie Milani et al.
ICML 2024poster