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Beyond rankings: comparing directed acyclic graphs.
Eric Malmi
Nikolaj Tatti
Aristides Gionis
Published in:
Data Min. Knowl. Discov. (2015)
Keyphrases
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directed acyclic graph
equivalence class
structural learning
random variables
equivalence classes
directed graph
conditional independence
causal models
structural equation models
undirected graph
causal discovery
bayesian network structure
decision problems
causal reasoning
observational data
credal networks