23 citations · 55 across the 25 of their papers we have counts for
3 papers · 1 filter
Evidence Without Injustice: A New Counterfactual Test for Fair Algorithms
Michele Loi, Marcello Di Bello, Nicolò Cangiotti
The growing philosophical literature on algorithmic fairness has examined statistical criteria such as equalized odds and calibration, causal and counterfactual approaches, and the…
Causal Equal Protection as Algorithmic Fairness
Marcello Di Bello, Nicolò Cangiotti, Michele Loi
By combining the philosophical literature on statistical evidence and the interdisciplinary literature on algorithmic fairness, we revisit recent objections against classification…
Group Fairness Is Not Derivable From Justice: a Mathematical Proof
Nicolò Cangiotti, Michele Loi
We argue that an imperfect criminal law procedure cannot be group-fair, if 'group fairness' involves ensuring the same chances of acquittal or convictions to all innocent defendant…