Kevin Fry

Understanding the impossibility of machine learning fairness with data examples

Machine learning has become increasingly prevalent in the world as a result of a combination of factors, notably computing breakthroughs and increased data availability. The three most common criteria of fairness in machine learning, despite their common sense and moral appeal, are often mutually exclusive. This freque...