Playing with AI Fairness: Google’s New Machine Learning Diagnostic Tool Lets Users Try on Five Different Types of Fairness
Author: David Weinberger; Publisher: What-If Tool; Publication Year: N/A. The following article discusses how Google created a “What-If” visualization tool to test machine learning systems and demonstrate how they perform in regards to different definitions of “fair”. This article outlines how the what-if tool assesses 5 different types of fairness: Group unaware, demographic parity, equal opportunity, equal accuracy, and group…