JAPAN constructs conformal prediction sets by thresholding normalizing-flow density estimates, yielding valid, compact, possibly disjoint regions with lower area than residual-based baselines.
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JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows
JAPAN constructs conformal prediction sets by thresholding normalizing-flow density estimates, yielding valid, compact, possibly disjoint regions with lower area than residual-based baselines.