An adaptive conformal classification method estimates the coverage inflation caused by label noise and corrects the threshold, achieving nominal marginal coverage with tighter prediction sets.
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Noise-Adaptive Conformal Classification with Marginal Coverage
An adaptive conformal classification method estimates the coverage inflation caused by label noise and corrects the threshold, achieving nominal marginal coverage with tighter prediction sets.