"latent confounders" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders

Gongxu Luo, Haoyue Dai, Longkang Li et al.

NEURIPS 2025arXiv:2501.10124
4
citations

An Efficient Maximal Ancestral Graph Listing Algorithm

Tian-Zuo Wang, Wen-Bo Du, Zhi-Hua Zhou

ICML 2024spotlight

Causal Discovery via Conditional Independence Testing with Proxy Variables

Mingzhou Liu, Xinwei Sun, YU QIAO et al.

ICML 2024arXiv:2305.05281
3
citations

Causal Effect Identification in LiNGAM Models with Latent Confounders

Daniele Tramontano, Yaroslav Kivva, Saber Salehkaleybar et al.

ICML 2024arXiv:2406.02049
6
citations

Causal Representation Learning Made Identifiable by Grouping of Observational Variables

Hiroshi Morioka, Aapo Hyvarinen

ICML 2024oralarXiv:2310.15709
22
citations

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

Debo Cheng, Ziqi Xu, Jiuyong Li et al.

AAAI 2024paperarXiv:2312.07175
21
citations

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

Md Musfiqur Rahman, Murat Kocaoglu

ICML 2024arXiv:2401.01426
9
citations