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Showing 1 to 1 of 1 for “"Representation Balancing"”.
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Representation Learning Based Causal Inference in Observational Studies
… that generalize. By incorporating ideas from representation learning, adversarial matching, generative causal estimation, and invariant risk modeling, this dissertation establishes a causal framework that balances the covariate distribution in latent representation space to yield …