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SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors

Messoudi, Soundouss et al.
arXiv (OAI Expanded) · Papers
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methodology
Conformal Prediction (CP) provides robust uncertainty guarantees for predictive models, but is typically applied post hoc, which misaligns model training with the conformal goal of producing efficient (i.e., narrow) intervals. We propose SPACR (Single-Pass Adaptive Conformal Regressor), a novel meth
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