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Self-Compatibility: Evaluating Causal Discovery without Ground Truth.
Philipp Michael Faller
Leena Chennuru Vankadara
Atalanti-Anastasia Mastakouri
Francesco Locatello
Dominik Janzing
Published in:
CoRR (2023)
Keyphrases
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causal discovery
ground truth
causal models
causal relationships
discovery process
directed acyclic graph
bayesian networks
causal structure
ground truth data
high quality
markov blanket
conditional independence
observational data
sensitivity analysis
knowledge discovery
learning environment
causal graph
database