BriefGPT.xyz
Oct, 2019
利用双变量因果发现集成重叠数据
Integrating overlapping datasets using bivariate causal discovery
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Anish Dhir, Ciarán M. Lee
TL;DR
本文将双变量因果发现算法用于解决多数据集间有重叠变量时的一致因果结构学习问题,算法表现在合成和真实数据上都优于之前的方法。
Abstract
Causal knowledge is vital for effective reasoning in science, as
causal relations
, unlike correlations, allow one to reason about the outcomes of interventions. Algorithms that can discover
causal relations
from
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