EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation. - Haolin Yuan; Armin Hadzic; William Paul; Daniella Villegas de Flores; Philip Mathew; John N. Aucott; Yinzhi Cao; Philippe Burlina (CoRR, 2022)

EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness. - Haolin Yuan; John N. Aucott; Armin Hadzic; William Paul; Marcia Villegas de Flores; Philip Mathew; Philippe Burlina; Yinzhi Cao (MICCAI (4), 2023)

Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility. - William Paul; Philip Mathew; Fady Alajaji; Philippe Burlina (CoRR, 2023)

Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning. - Brennon Brimhall; Philip Mathew; Neil Fendley; Yinzhi Cao; Matthew Green 001 (CoRR, 2025)