most citedOn Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption

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stat.ML2018★ 4 cited

On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption

Hanti Lin, Jiji Zhang

Consider the problem of learning, from non-experimental data, the causal (Markov equivalence) structure of the true, unknown causal Bayesian network (CBN) on a given, fixed set of…