Spectral Adaptive Conformal Prediction for Structured Non-Exchangeable Data

arXiv:2606.15950 · stat.ML, cs.LG · Submitted 2026-06-14 · Read on arXiv

Jeffery Opoku, David Banahene

stat.ML, cs.LG

Submitted: 2026-06-14

Comments: 38 pages, includes figures and references

Code: https://github.com/vega/vega-datasets

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

Terminology

• Calibration — 93× in this paper · explained in 9 episodes
• Conformal Prediction — 37× in this paper · explained in 11 episodes
• Localization — 16× in this paper · explained in 2 episodes
• Exchangeability — 11× in this paper · explained in 2 episodes
• Benchmark — 7× in this paper · explained in 2 episodes
• Distribution Shift — 7× in this paper · explained in 12 episodes
• Split Conformal Prediction — 4× in this paper · explained in 4 episodes
• Time Series Forecasting — 3× in this paper · explained in 4 episodes
• Copula — 2× in this paper · explained in 2 episodes
• Covariate Shift — 2× in this paper · explained in 3 episodes
• Empirical Coverage — 2× in this paper · explained in 2 episodes
• Robustness — 2× in this paper · explained in 6 episodes
• Uncertainty Quantification — 2× in this paper · explained in 9 episodes
• Conditional Independence — 1× in this paper · explained in 2 episodes
• Heteroscedasticity — 1× in this paper · explained in 2 episodes
• Regret — 1× in this paper · explained in 4 episodes
• Score Function — 1× in this paper · explained in 4 episodes

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