5 Publications

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[5]
2025 | Published | Conference Paper | IST-REx-ID: 19010 | OA
Yao D, Rancati D, Cadei R, Fumero M, Locatello F. Unifying causal representation learning with the invariance principle. In: 13th International Conference on Learning Representations. ICLR; 2025.
[Published Version] View | Files available | arXiv
 
[4]
2025 | Epub ahead of print | Conference Paper | IST-REx-ID: 21068 | OA
Yao D, Huang S, Cadei R, Zhang K, Locatello F. The third pillar of causal analysis? A measurement perspective on causal representations. In: 39th Annual Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[3]
2025 | Epub ahead of print | Conference Paper | IST-REx-ID: 21076 | OA
Cadei R, Demirel I, De Bartolomeis P, et al. Prediction-powered causal inferences. In: 39th Annual Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025.
[Published Version] View | Files available
 
[2]
2024 | Published | Conference Paper | IST-REx-ID: 18847 | OA
Cadei R, Lindorfer L, Cremer S, Schmid C, Locatello F. Smoke and mirrors in causal downstream tasks. In: ICML 2024 Workshop AI4Science. Vol 38. Curran Associates; 2024.
[Published Version] View | Files available | arXiv
 
[1]
2024 | Research Data Reference | IST-REx-ID: 18895 | OA
Cadei R, Locatello F, Cremer S, Lindorfer L, Schmid C. ISTAnt. 2024. doi:10.6084/M9.FIGSHARE.26484934.V2
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

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5 Publications

Mark all

[5]
2025 | Published | Conference Paper | IST-REx-ID: 19010 | OA
Yao D, Rancati D, Cadei R, Fumero M, Locatello F. Unifying causal representation learning with the invariance principle. In: 13th International Conference on Learning Representations. ICLR; 2025.
[Published Version] View | Files available | arXiv
 
[4]
2025 | Epub ahead of print | Conference Paper | IST-REx-ID: 21068 | OA
Yao D, Huang S, Cadei R, Zhang K, Locatello F. The third pillar of causal analysis? A measurement perspective on causal representations. In: 39th Annual Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[3]
2025 | Epub ahead of print | Conference Paper | IST-REx-ID: 21076 | OA
Cadei R, Demirel I, De Bartolomeis P, et al. Prediction-powered causal inferences. In: 39th Annual Conference on Neural Information Processing Systems. Vol 38. Neural Information Processing Systems Foundation; 2025.
[Published Version] View | Files available
 
[2]
2024 | Published | Conference Paper | IST-REx-ID: 18847 | OA
Cadei R, Lindorfer L, Cremer S, Schmid C, Locatello F. Smoke and mirrors in causal downstream tasks. In: ICML 2024 Workshop AI4Science. Vol 38. Curran Associates; 2024.
[Published Version] View | Files available | arXiv
 
[1]
2024 | Research Data Reference | IST-REx-ID: 18895 | OA
Cadei R, Locatello F, Cremer S, Lindorfer L, Schmid C. ISTAnt. 2024. doi:10.6084/M9.FIGSHARE.26484934.V2
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

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Citation Style: AMA

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