Worst-Group Equalized Odds Regularization for Multi-Attribute Fair Medical Image Classification. - Nikhil Cherian Kurian; Victor Caquilpan Parra; Abin Shoby; Luke Whitbread; Lauren Oakden-Rayner; Robert Vandersluis; Jessica Schrouff; Lyle J. Palmer; Mark Jenkinson (CoRR, 2026)

Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation. - Nikhil Cherian Kurian; Victor Caquilpan Parra; Abin Shoby; Luke Whitbread; Lyle J. Palmer (CoRR, 2026)