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causal mechanism shift

4 papers

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Co-occurring keywords · papers mentioning both

causal discovery (4) causal inference (3) mechanism shift (2) structural causal model (2) causal mechanism (2) confounding variable (1) additive noise model (1) nonlinear model (1) linear structural causal model (1) jacobian of score function (1)

Papers

Detecting and Measuring Confounding Using Causal Mechanism Shifts NeurIPS 2024 Identifying Confounding from Causal Mechanism Shifts AISTATS 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models NeurIPS 2023