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Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge

Neural Information Processing Systems

When BK is available in addition to observational data, a fundamental problem is: what causal relations are identifiable in the presence of latent variables? This problem is fundamental for its implication on the maximally identifiable causal knowledge with the observational data and BK.