Marginal conformal bands under-cover high-risk Alzheimer's subgroups even at nominal average coverage, and rarity and tail-heaviness explain and repair the deficit.
Advances in Neural Information Processing Systems (NeurIPS) , volume =
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When Is a Conformal Guarantee Fair? Auditing Silent Subgroup Under-Coverage in Alzheimer's Disease Longitudinal Prediction
Marginal conformal bands under-cover high-risk Alzheimer's subgroups even at nominal average coverage, and rarity and tail-heaviness explain and repair the deficit.