Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection

Oana Inel, Tim Draws, Lora Aroyo

The rapid entry of machine learning approaches in our daily activities and high-stakes domains demands transparency and scrutiny of their fairness and reliability. To help gauge ma…