Nicole Inverardi

Bias On Demand: Investigating Bias with a Synthetic Data Generator

Machine Learning (ML) systems are increasingly being adopted to make decisions that might have a significant impact on people's lives. Because these decision-making systems rely on data-driven learning, the risk is that they will systematically propagate the bias embedded in the data. To prevent har…