Articles with "interventional data" as a keyword



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Learning Markov Blankets From Multiple Interventional Data Sets

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Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2019.2927636

Abstract: Learning Markov blankets (MBs) plays an important role in many machine learning tasks, such as causal Bayesian network structure learning, feature selection, and domain adaptation. Since variables included in the MB of a target variable… read more here.

Keywords: learning markov; multiple interventional; data sets; interventional data ... See more keywords