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Oct, 2019
利用有向因果发现技术检测潜在共因变量
Leveraging directed causal discovery to detect latent common causes
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Ciarán M. Lee, Christopher Hart, Jonathan G. Richens, Saurabh Johri
TL;DR
本文提出了一种探测变量之间潜在共同原因的因果发现算法,并将其应用于两个有向因果发现算法的实验中。结果表明,该算法可以探测到已知的共同原因,并保留原始算法在区分有向因果关系方面的性能
Abstract
The discovery of
causal relationships
is a fundamental problem in science and medicine. In recent years, many elegant approaches to discovering
causal relationships
between two variables from uncontrolled data ha
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