In this paper we provide a theoretical analysis of counterfactual invari...
A directed acyclic graph (DAG) provides valuable prior knowledge that is...
As causal inference becomes more widespread the importance of having goo...
In this paper we look at popular fairness methods that use causal
counte...
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