Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
Jessica Schrouff *,
Natalie Harris *,
Oluwasanmi Koyejo *,
Ibrahim Alabdulmohsin *,
Eva Schnider *,
Krista Opsahl-Ong *,
Alex Brown *,
Subhrajit Roy *,
Diana Mincu *,
Christina Chen *,
Awa Dieng *,
Yuan Liu *,
Vivek Natarajan *,
Alan Karthikesalingam *,
Katherine Heller *,
Silvia Chiappa,
Alexander D'Amour *
NeurIPS