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News/Identifying Structural Biases from Causal Mechanism Shifts
arxiv
PublishedJune 18, 2026 at 4:00 AM
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Identifying Structural Biases from Causal Mechanism Shifts

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arXiv:2606.18834v1 Announce Type: new Abstract: Causal discovery methods commonly assume that all data is independently and identically distributed (i.i.d.) and that there are no unmeasured variables affecting the system. In practice, these assumptions are often violated, leading to inaccurate infer

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