When does Subgroup Balance Matter? Predicting Performance Sensitivity from Latent Separability.

arXiv:2512.09496v2 Announce Type: replace-cross Abstract: Unequal representation of demographic groups in training data poses challenges to model generalisation across populations. Standard practice assumes that balancing subgroup representation always optimis