2024 Poster "latent confounders" Papers

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Causal Discovery via Conditional Independence Testing with Proxy Variables

Mingzhou Liu, Xinwei Sun, YU QIAO et al.

ICML 2024posterarXiv:2305.05281

Causal Effect Identification in LiNGAM Models with Latent Confounders

Daniele Tramontano, Yaroslav Kivva, Saber Salehkaleybar et al.

ICML 2024posterarXiv:2406.02049

Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference

Md Musfiqur Rahman, Murat Kocaoglu

ICML 2024posterarXiv:2401.01426