Closed zenna closed 3 years ago
Counterfactual fairness is relative to both a causal model over the data as well as a decision model which produces the outcome (accepted loan, etc).
We need to either:
There is a causal version of the adult data set in here https://arxiv.org/pdf/1910.12586.pdf
Counterfactual fairness is relative to both a causal model over the data as well as a decision model which produces the outcome (accepted loan, etc).
We need to either: