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Efficient augmentation and relaxation learning for individualized treatment rules using observational data.
Ying-Qi Zhao
Eric B. Laber
Yang Ning
Sumona Saha
Bruce E. Sands
Published in:
J. Mach. Learn. Res. (2019)
Keyphrases
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learning process
learning algorithm
prior knowledge
learning rules
causal bayesian networks
feature selection
bayesian networks
objective function
data analysis
association rules
information extraction
observational data