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mechanism shift

3 papers

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Co-occurring keywords · papers mentioning both

causal discovery (3) causal mechanism shift (2) causal inference (2) linear structural causal model (1) multi-context system (1) interventional distribution (1) unobserved confounding (1) confounding detection (1) causal model (1) non-i.i.d. data (1)

Papers

Detecting and Measuring Confounding Using Causal Mechanism Shifts NeurIPS 2024 Identifying General Mechanism Shifts in Linear Causal Representations NeurIPS 2024 Learning Causal Models under Independent Changes NeurIPS 2023