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07/17/2023
Results on Counterfactual Invariance
In this paper we provide a theoretical analysis of counterfactual invari...
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01/26/2023
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge
A directed acyclic graph (DAG) provides valuable prior knowledge that is...
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12/09/2022
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Even Under One Sided Overlap
As causal inference becomes more widespread the importance of having goo...
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02/28/2022