Skew-adaptive conformal prediction

arXiv:2605.16145 · stat.ML, cs.LG · Submitted 2026-05-15 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-05-15

Updated: 2026-05-15

Comments: 17 pages, 2 figures

Journal ref: Proceedings of Machine Learning Research 329, 82-100 (2026)

Code: https://github.com/paulocmarquesf/skew-adaptive

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Conformal Prediction — 42× in this paper · explained in 5 episodes
• Calibration — 35× in this paper · explained in 7 episodes
• Empirical Coverage — 8× in this paper · explained in 2 episodes
• Exchangeability — 4× in this paper · explained in 2 episodes
• Core — 2× in this paper · explained in 2 episodes
• Abundance — 1× in this paper · explained in 1 episode
• Adaptive Intervals — 1× in this paper · explained in 1 episode
• Generative Model — 1× in this paper · explained in 2 episodes

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