Poster "structural causal models" Papers

9 papers found

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Cyclic Counterfactuals under Shift–Scale Interventions

Saptarshi Saha, Dhruv Rathore, Utpal Garain

NEURIPS 2025arXiv:2510.25005

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

Standardizing Structural Causal Models

Weronika Ormaniec, Scott Sussex, Lars Lorch et al.

ICLR 2025arXiv:2406.11601
13
citations

A Fixed-Point Approach for Causal Generative Modeling

Meyer Scetbon, Joel Jennings, Agrin Hilmkil et al.

ICML 2024arXiv:2404.06969
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

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