2024 Paper "causal discovery" Papers

3 papers found

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Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis

Jie Qiao, Yu Xiang, Zhengming Chen et al.

AAAI 2024paperarXiv:2403.16523
2
citations

Effective Causal Discovery under Identifiable Heteroscedastic Noise Model

Naiyu Yin, Tian Gao, Yue Yu et al.

AAAI 2024paperarXiv:2312.12844
3
citations

Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants

Wei Chen, Zhiyi Huang, Ruichu Cai et al.

AAAI 2024paperarXiv:2312.11934
7
citations