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Quantifying intrinsic causal contributions via structure preserving interventions.
Dominik Janzing
Patrick Blöbaum
Atalanti-Anastasia Mastakouri
Philipp Michael Faller
Lenon Minorics
Kailash Budhathoki
Published in:
AISTATS (2024)
Keyphrases
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structure preserving
causal bayesian networks
possibilistic networks
causal relationships
dimensionality reduction
causal models
causal networks
data sets
high dimensional
database
causal reasoning
bayesian networks
structural model
causal relations
causal discovery
feature extraction
data mining