Nash Social Welfare, Machine Learning, and Fairness

Nash Social Welfare (NSW) is a classical economics allocation idea. I'll explain what NSW has to do with machine learning shortly. NSW is best explained by example. Suppose you have three people: Adam, Brad, Carl. And suppose you have five pieces of jewelry which are made from different materials: gold, jade, opal, ruby, wood. Your…