Local Causal Discovery in Multiple Manipulated Datasets.
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DOI: 10.1109/tnnls.2021.3139389
Abstract: We consider the problem of distinguishing direct causes from direct effects of a target variable of interest from multiple manipulated datasets with unknown manipulated variables and nonidentical data distributions. Recent studies have shown that datasets… read more here.
Keywords: local causal; multiple manipulated; target; manipulated datasets ... See more keywords