Efficient Conformal Prediction under Data Heterogeneity

V Plassier, N Kotelevskii… - International …, 2024 - proceedings.mlr.press
Conformal prediction (CP) stands out as a robust framework for uncertainty quantification,
which is crucial for ensuring the reliability of predictions. However, common CP methods …

Efficient Conformal Prediction under Data Heterogeneity

V Plassier, N Kotelevskii, A Rubashevskii… - arXiv preprint arXiv …, 2023 - arxiv.org
Conformal Prediction (CP) stands out as a robust framework for uncertainty quantification,
which is crucial for ensuring the reliability of predictions. However, common CP methods …

[PDF][PDF] Efficient Conformal Prediction under Data Heterogeneity

V Plassier, N Kotelevskii, A Rubashevskii, F Noskov… - publications.hse.ru
Conformal Prediction (CP) stands out as a robust framework for uncertainty quantification,
which is crucial for ensuring the reliability of predictions. However, common CP methods …

Efficient Conformal Prediction under Data Heterogeneity

V Plassier, N Kotelevskii, A Rubashevskii… - arXiv e …, 2023 - ui.adsabs.harvard.edu
Conformal Prediction (CP) stands out as a robust framework for uncertainty quantification,
which is crucial for ensuring the reliability of predictions. However, common CP methods …