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• 论文公开站arXiv2026年10月7日 10:14

  Conformal Prediction Sets Quantify Information Gain: A Theoretical Perspective

  Conformal prediction is a popular tool for uncertainty quantification that outputs prediction sets with finite-sample coverage guarantees. While prediction set size is commonly used as a heuristic measure of uncertainty, the information-theoretic basis for this interpretation rem

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