Fairness and Machine Learning: Limitations and Opportunities

by Solon Barocas, Arvind Narayanan, Moritz Hardt

An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning.

Fairness and Machine Learning introduces advanced undergraduate and graduate students to the intellectual foundations of this recently emergent field, drawing on a diverse range of disciplinary perspectives to identify the opportunities and hazards of automated decision-making. It surveys the risks in many applications...

• Format: Hardcover
• Language: English
• ISBN: 0262048612
• ISBN13: 9780262048613
• Release Date: December 2023
• Publisher: MIT Press
• Length: 340 Pages