"interventional data" Papers

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Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm

Mathieu Chevalley, Patrick Schwab, Arash Mehrjou

ICLR 2025arXiv:2405.18314
2
citations

Do-PFN: In-Context Learning for Causal Effect Estimation

Jake Robertson, Arik Reuter, Siyuan Guo et al.

NEURIPS 2025spotlightarXiv:2506.06039
14
citations

Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data

Tian Gao, Songtao Lu, Junkyu Lee et al.

NEURIPS 2025oral

Near-Optimal Experiment Design in Linear non-Gaussian Cyclic Models

Ehsan Sharifian, Saber Salehkaleybar, Negar Kiyavash

NEURIPS 2025spotlightarXiv:2509.21423

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency

Alan Amin, Andrew Wilson

ICML 2024arXiv:2406.09177
3
citations

Stable Differentiable Causal Discovery

Achille Nazaret, Justin Hong, Elham Azizi et al.

ICML 2024arXiv:2311.10263
24
citations