Fairness and Machine Learning

* Report: FAIRNESS AND MACHINE LEARNING. Limitations and Opportunities. By Solon Barocas, Moritz Hardt, Arvind Narayanan. MIT Press, 2023.

URL = https://fairmlbook.org/

Description

From the ToC:

"When is automated decision making legitimate? We explore what makes automated decision making a matter of normative concern, situated in bureaucratic decision making and its mechanical application of formalized rules.

We explore the normative underpinnings of objections to systematic differences in the treatment of different groups and inequalities in the outcomes experienced by these groups."