FairPFN: Transformers Can do Counterfactual Fairness

Jake Robertson, Noah Hollmann, Noor Awad +1

Machine Learning systems are increasingly prevalent across healthcare, law enforcement, and finance but often operate on historical data, which may carry biases against certain dem…