Linear Causal Discovery with Interventional Constraints
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Incorporating causal knowledge and mechanisms is essential for refining causal models and improving downstream tasks, such as designing new treatments. In this paper, we introduce a novel concept in causal discovery, termed interventional constraints, which di... ...