Conformal Prediction under Exponential-Tilt Joint Shift

arXiv:2609.30886 · stat.ML, cs.LG, stat.ME · Submitted 2026-09-25 · Read on arXiv

stat.ML, cs.LG, stat.ME

Submitted: 2026-09-25

Updated: 2026-09-25

Terminology

• Calibration — 49× in this paper · explained in 7 episodes
• Conformal Prediction — 33× in this paper · explained in 5 episodes
• Adaptation — 8× in this paper · explained in 1 episode
• Covariate Shift — 6× in this paper · explained in 2 episodes
• Alignment — 5× in this paper · explained in 1 episode
• Regularization — 5× in this paper · explained in 3 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Exchangeability — 4× in this paper · explained in 2 episodes
• International Conference on Learning Representations — 4× in this paper
• International Conference on Machine Learning — 4× in this paper
• Domain Adaptation — 3× in this paper · explained in 5 episodes
• Distribution Shift — 2× in this paper · explained in 5 episodes
• Score Function — 2× in this paper · explained in 4 episodes
• Admissibility — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Uncertainty Quantification — 1× in this paper · explained in 8 episodes

Sources

• Conformal Bayes for Two-Sided Censored Gaussian Regression under Label Shift
• Distribution-Free Prediction Sets for Regression under Target Shift

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