Length Optimization in Conformal Prediction

S Kiyani, G Pappas, H Hassani - arXiv preprint arXiv:2406.18814, 2024 - arxiv.org
Conditional validity and length efficiency are two crucial aspects of conformal prediction
(CP). Achieving conditional validity ensures accurate uncertainty quantification for data …
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Length Optimization in Conformal Prediction

S Kiyani, G Pappas, H Hassani - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
Conditional validity and length efficiency are two crucial aspects of conformal prediction
(CP). Achieving conditional validity ensures accurate uncertainty quantification for data …