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causal orientation

4 papers

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causal discovery (4) non-stationary data (2) causal inference (2) post-nonlinear model (1) constraint-based method (1) causal skeleton (1) faithfulness condition (1) rank-based method (1) skeleton estimation (1) statistical decidability (1)

Papers

Rank-Based Causal Discovery for Post-Nonlinear Models AISTATS 2023 Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders NeurIPS 2021 Causal Discovery from Heterogeneous/Nonstationary Data JMLR 2020 Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination IJCAI 2017