AI RESEARCH
ConformaDecompose: Explaining Uncertainty via Calibration Localization
arXiv CS.AI
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ArXi:2604.27149v1 Announce Type: cross Conformal Prediction provides distribution-free prediction intervals with guaranteed coverage, but its reliance on a single global calibration threshold obscures the sources of uncertainty at the instance level. In particular, it conflates irreducible noise with uncertainty induced by heterogeneous