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Assumption violations in causal discovery and the robustness of score matching.
Francesco Montagna
Atalanti-Anastasia Mastakouri
Elias Eulig
Nicoletta Noceti
Lorenzo Rosasco
Dominik Janzing
Bryon Aragam
Francesco Locatello
Published in:
CoRR (2023)
Keyphrases
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causal discovery
causal models
causal relationships
causal structure
bayesian networks
matching score
directed acyclic graph
conditional independence
discovery process
matching algorithm
markov blanket
image matching
data sets
databases
observational data