Search Results for author: Hanti Lin

Found 1 papers, 0 papers with code

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

no code implementations20 Feb 2018 Hanti Lin, Jiji Zhang

Then we prove a result to the following effect: for any learning algorithm that tackles the causal learning problem in question, if it achieves the best achievable mode of convergence (considered in this paper), then it must follow the standard design practice of converging to the truth for at least all CBNs that satisfy the faithfulness condition---it is a requirement, not an option.

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