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01/20/2022
DRTCI: Learning Disentangled Representations for Temporal Causal Inference
Medical professionals evaluating alternative treatment plans for a patie...
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08/22/2020
Hi-CI: Deep Causal Inference in High Dimensions
We address the problem of counterfactual regression using causal inferen...
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04/28/2020
MultiMBNN: Matched and Balanced Causal Inference with Neural Networks
Causal inference (CI) in observational studies has received a lot of att...
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12/09/2019
MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population
Performing inference on data obtained through observational studies is b...
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08/18/2017