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Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows.
Nico Reick
Felix Wiewel
Alexander Bartler
Bin Yang
Published in:
CoRR (2021)
Keyphrases
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gaussian process regression
causal models
structural model
gaussian processes
gaussian process
causal discovery
conditional independence
covariance function
causal relations
causal relationships
structural equation models
directed acyclic graph
causal structure
causal reasoning
causal graph
pairwise
image segmentation
regression model