Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation

Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi +2

Machine learning applications are becoming increasingly pervasive in our society. Since these decision-making systems rely on data-driven learning, risk is that they will systemati…