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…