"causal effect identification" Papers

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Conference

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Counterfactual Generative Modeling with Variational Causal Inference

Yulun Wu, Louis McConnell, Claudia Iriondo

ICLR 2025arXiv:2410.12730
9
citations

Identifying Macro Causal Effects in C-DMGs over DMGs

Simon Ferreira, Charles Assaad

NEURIPS 2025arXiv:2506.19650
1
citations

Causal Effect Identification in LiNGAM Models with Latent Confounders

Daniele Tramontano, Yaroslav Kivva, Saber Salehkaleybar et al.

ICML 2024arXiv:2406.02049
6
citations

s-ID: Causal Effect Identification in a Sub-population

Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash

AAAI 2024paperarXiv:2309.02281
4
citations