Diagnosing Conformal Prediction Failures Under Distribution Shift: A COVID-19 Case Study
DGX agentarXiv:2601.00908v2 Announce Type: replace-cross Abstract: Conformal prediction provides distribution-free coverage guarantees, but these degrade under distribution shift - and practitioners lack tools