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Regularizing towards Causal Invariance: Linear Models with Proxies.
Michael Oberst
Nikolaj Thams
Jonas Peters
David A. Sontag
Published in:
ICML (2021)
Keyphrases
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linear models
causal relationships
causal effects
variable selection
linear model
causal models
causal discovery
gaussian processes
bayesian networks
linear regression
causal relations
nonlinear models
cross validation