Confronting Label Indeterminacy in Automated Bail Decisions

Cor Steging, Tadeusz Zbiegień

Bail decisions present a fundamental challenge for data-driven decision support systems. When bail is denied, the counterfactual outcome of whether the defendant would have appeare…