Adaptive conformal prediction by reweighting nonconformity score
SI Amoukou, NJB Brunel - arXiv preprint arXiv:2303.12695, 2023 - arxiv.org
Despite attractive theoretical guarantees and practical successes, Predictive Interval (PI)
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …
[PDF][PDF] Adaptive Conformal Prediction by Reweighting Nonconformity Scores
SI Amoukou, S Paris, NJB Brunel, Q Paris - researchgate.net
Despite attractive theoretical guarantees and practical successes, Predictive Interval (PI)
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …
Adaptive Conformal Prediction by Reweighting Nonconformity Score
SI Amoukou, NJB Brunel - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Despite attractive theoretical guarantees and practical successes, Predictive Interval (PI)
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …
given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. This …