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Self-Compatibility: Evaluating Causal Discovery without Ground Truth.
Philipp Michael Faller
Leena C. Vankadara
Atalanti-Anastasia Mastakouri
Francesco Locatello
Dominik Janzing
Published in:
AISTATS (2024)
Keyphrases
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causal discovery
ground truth
causal models
causal relationships
discovery process
causal structure
directed acyclic graph
bayesian networks
markov blanket
conditional independence
ground truth data
high quality
data sets
information retrieval
data analysis
probabilistic inference