2 papers
cs.LG2024
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback
Emilia Agis Lerner, Florian E. Dorner, Elliott Ash +1
There is a growing body of work on learning from human feedback to align various aspects of machine learning systems with human values and preferences. We consider the setting of f…
cs.LG2023
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts
Elliott Ash, Naman Goel, Nianyun Li +2
Machine learning based decision-support tools in criminal justice systems are subjects of intense discussions and academic research. There are important open questions about the ut…