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On the Equivalence of Causal Models: A Category-Theoretic Approach.
Jun Otsuka
Hayato Saigo
Published in:
CoRR (2022)
Keyphrases
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causal models
conditional independence
causal discovery
structural model
causal relations
structural equation models
causal relationships
causal structure
causal inference
causal reasoning
directed acyclic graph
causal graph
tractable cases
machine learning
partial order
random walk
knowledge discovery