Generative Conformal Prediction with Optimized Coverage Allocation

arXiv:2410.13735 · cs.LG, stat.ME · Submitted 2024-10-17 · Read on arXiv

cs.LG, stat.ME

Submitted: 2024-10-17

Updated: 2026-10-12

Terminology

• Conformal Prediction — 3× in this paper · explained in 8 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Model-Agnostic — 1× in this paper · explained in 2 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes
• Uncertainty Quantification — 1× in this paper · explained in 9 episodes

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