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Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning (Extended Version).
Pingchuan Ma
Zhenlan Ji
Peisen Yao
Shuai Wang
Kui Ren
Published in:
CoRR (2023)
Keyphrases
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conditional independence
causal discovery
causal models
markov blanket
bayesian networks
directed acyclic graph
learning algorithm
structure learning
discovery process
axiomatic characterization
data mining
possibility theory
causal structure
computational complexity
conditional independence tests