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5 papers

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Co-occurring keywords

conformal prediction (215) uncertainty quantification (1393) adaptive score (1) interval prediction (2) calibrated classifier (5) trustworthy machine learning (14) alignment prediction (2) screening algorithm (2) diversity guarantee (1) screening classifier (2)

Papers

FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026

Transductive conformal inference with adaptive scores AISTATS 2024

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NIPS 2024

Conformal Prediction Sets for Graph Neural Networks ICML 2023

Improving Screening Processes via Calibrated Subset Selection ICML 2022