Alex Brown

Detecting and Preventing Sho�cut Learning for Fair Medical AI using Sho�cut Testing (ShorT)

Yuan Liu, A. Karthikesalingam, Nenad Tomašev, 2022 .

Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?

Ibrahim M. Alabdulmohsin, Yuan Liu, Vivek Natarajan, 2022, ArXiv.

Diagnosing failures of fairness transfer across distribution shift in real-world medical settings

Ibrahim M. Alabdulmohsin, Yuan Liu, Vivek Natarajan, 2022, NeurIPS.

Detecting shortcut learning for fair medical AI using shortcut testing

Yuan Liu, Nenad Tomašev, J. Schrouff, 2022, Nature communications.