Model Selection's Disparate Impact in Real-World Deep Learning Applications

Jessica Zosa Forde, A. Feder Cooper, Kweku Kwegyir-Aggrey +2

Algorithmic fairness has emphasized the role of biased data in automated decision outcomes. Recently, there has been a shift in attention to sources of bias that implicate fairness…