Equivariant conformal prediction contracts non-conformity scores in increasing convex order via group averaging, yielding sharper sets with formal coverage guarantees.
A gentle introduction to conformal prediction and distribution-free uncertainty quantification,
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eCP: Equivariant Conformal Prediction with pre-trained models
Equivariant conformal prediction contracts non-conformity scores in increasing convex order via group averaging, yielding sharper sets with formal coverage guarantees.