Conformal Prediction under Partial Verification

arXiv:2610.10829 · stat.ML, cs.LG · Submitted 2026-10-07 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-10-07

Updated: 2026-10-07

Terminology

• Calibration — 111× in this paper · explained in 7 episodes
• Verification — 93× in this paper · explained in 2 episodes
• Conformal Prediction — 29× in this paper · explained in 5 episodes
• Benchmark — 15× in this paper · explained in 2 episodes
• AUC — 8× in this paper · explained in 2 episodes
• Exchangeability — 8× in this paper · explained in 2 episodes
• Trace — 7× in this paper · explained in 2 episodes
• Regret — 6× in this paper · explained in 3 episodes
• alpha — 5× in this paper · explained in 1 episode
• Adam — 4× in this paper · explained in 2 episodes
• Generative AI — 2× in this paper · explained in 2 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Score Function — 2× in this paper · explained in 4 episodes
• Active Inference — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode
• Verifier — 1× in this paper · explained in 2 episodes

Sources

• The Llama 3 Herd of Models
• Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning

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