Fair Machine Learning:Concepts,Analysis,and Design

New research explores uncertainty quantification for fair machine learning models

This paper explores the critical role of uncertainty quantification in evaluating the fairness of machine learning models. It highlights that current research often focuses on identifying a single optimal model, neglect…