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Counterfactual Representation Learning with Balancing Weights
A key to causal inference with observational data is achieving balance i...
10/23/2020 ∙ by Serge Assaad, et al. ∙
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Double Robust Representation Learning for Counterfactual Prediction
Causal inference, or counterfactual prediction, is central to decision m...
10/15/2020 ∙ by Shuxi Zeng, et al. ∙
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Survival Analysis meets Counterfactual Inference
There is growing interest in applying machine learning methods for count...
06/14/2020 ∙ by Paidamoyo Chapfuwa, et al. ∙
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