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Variational Temporal Deconfounder for Individualized Treatment Effect Estimation from Longitudinal Observational Data.
Zheng Feng
Mattia C. F. Prosperi
Jiang Bian
Published in:
CoRR (2022)
Keyphrases
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observational data
causal effects
experimental data
temporal information
causal discovery
causal bayesian networks
causal structure
latent variables
causal models
learning styles
temporal reasoning
causal relationships
cross sectional
databases
causal relations