Multi-Variable Conformal Prediction: Optimizing Prediction Sets using Multiple Calibration Variables

arXiv:2605.12341 · stat.ML, cs.LG · Submitted 2026-05-12 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-05-12

Updated: 2026-10-26

Terminology

• Calibration — 7× in this paper · explained in 9 episodes
• Conformal Prediction — 5× in this paper · explained in 11 episodes
• Score Function — 3× in this paper · explained in 4 episodes
• Generalization — 1× in this paper · explained in 14 episodes
• Split Conformal Prediction — 1× in this paper · explained in 4 episodes

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