University of Basel†; Google Research; DeepMind; Google Research∗
Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine Heller, Silvia Chiappa, Alexander D'Amour
Healthcare;fairness;robustness;deep learning
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings