conftrace_

distribution-free guarantee

9 papers

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conformal prediction (7) uncertainty quantification (4) prediction set (2) adaptive score (1) interval prediction (1) calibrated classifier (1) strategic agent (1) trustworthy machine learning (1) conditional value at risk (1) risk control (1)

Papers

Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees UAI 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026 Spectral Conformal Risk Control: Distribution-Free Tail Guarantees via Bayesian Quadrature CVPR 2026 Strategic Conformal Prediction AISTATS 2025 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Conformal Language Modeling ICLR 2024 Transductive conformal inference with adaptive scores AISTATS 2024 Conformal Prediction Sets for Graph Neural Networks ICML 2023 Improving Screening Processes via Calibrated Subset Selection ICML 2022