Learning Causal Structures Based on Divide and Conquer.
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DOI: 10.1109/tcyb.2020.3010004
Abstract: This article addresses two important issues of causal inference in the high-dimensional situation. One is how to reduce redundant conditional independence (CI) tests, which heavily impact the efficiency and accuracy of existing constraint-based methods. Another… read more here.
Keywords: structures based; divide conquer; based divide; causal structures ... See more keywords