Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness
–Neural Information Processing Systems
A plethora of methods was developed for solving this problem, including the celebrated do-calculus [Pearl, 1995]. In practice, these results are not always applicable since they require a fully specified causal diagram as input, which is usually not available.
Neural Information Processing Systems
Oct-2-2025, 15:22:43 GMT
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