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causal mechanism shift

4 papers

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Co-occurring keywords

causal discovery (460) causal inference (1630) mechanism shift (3) structural causal model (184) causal mechanism (25) confounding variable (14) additive noise model (26) nonlinear model (13) linear structural causal model (2) jacobian of score function (1)

Papers

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