Michelle Mazurek

Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics

Bias in machine learning has manifested injustice in several areas, such as medicine, hiring, and criminal justice. In response, computer scientists have developed myriad definitions of fairness to correct this bias in fielded algorithms. While some definitions are based on established legal and eth…