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Information theoretic limits of learning of the causal features in a linear model.
Behrooz Tahmasebi
Mohammad Ali Maddah-Ali
Seyed Abolfazl Motahari
Published in:
IWCIT (2018)
Keyphrases
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information theoretic
linear model
information bottleneck
mutual information
information theory
prior knowledge
theoretic framework
linear models
computer vision
causal relationships
relative entropy
additive model
feature set
regression model
log likelihood