A nearest-neighbor-based non-conformity score produces marginally valid conformal sets that converge to a robust population central region under mild conditions.
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Conformal Robust Set Estimation
A nearest-neighbor-based non-conformity score produces marginally valid conformal sets that converge to a robust population central region under mild conditions.