Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias

Sierra Wyllie, Ilia Shumailov, Nicolas Papernot
March 2024
Cite Paper
Mode-Induced Distribution Shifts (MIDS) flow diagram.
Type
Conference paper
Publication
In The 7th ACM Conference on Fairness, Accountability, and Transparency
Sierra Wyllie
Sierra Wyllie
Computer Science MSc student at the University of Toronto

My interests include secure and trustworthy ML, fairness, and AI ethics.