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Causal Inference by Choosing Graphs with Most Plausible Markov Kernels.
Xiaohai Sun
Dominik Janzing
Bernhard Schölkopf
Published in:
AI&M (2006)
Keyphrases
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causal inference
additive noise
abductive reasoning
causal models
nonmonotonic reasoning
rare events
discrete data
conditional independence
feature space
markov chain
directed graph
observational data
kernel function
weighted graph
directed acyclic graph
multiscale
maximum likelihood
active learning