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Out-of-Distribution Generalization With Causal Feature Separation.
Haotian Wang
Kun Kuang
Long Lan
Zige Wang
Wanrong Huang
Fei Wu
Wenjing Yang
Published in:
IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
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feature vectors
feature distributions
data distribution
feature extraction
uniformly distributed
probability distribution
spatial distribution
random variables
power law
graphical models
feature set
bayesian networks
database
density function
causal relationships
invariant features
training set
data sets