conformal prediction

Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation ACL 2026 Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support AAAI 2026 CoFineLLM: Conformal Finetuning of LLMs for Language-Instructed Robot Planning L4DC 2026 COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees AAAI 2026 Conditional Factuality Controlled LLMs with Generalization Certificates via Conformal Sampling CVPR 2026 Conformal Constrained Policy Optimization for Cost-Effective LLM Agents AAAI 2026 Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026 Conformal Graph Prediction with Z-Gromov Wasserstein Distances UAI 2026 Conformal LLM Routing with Distribution-Free Safety Guarantees ACL 2026 Conformal Online Model Aggregation UAI 2026 Conformal Prediction for Multi-Source Detection on a Network AAAI 2026 Conformal Prediction Meets Long-tail Classification AAAI 2026 Conformal Prediction Sets for Instance Segmentation UAI 2026 Conformal Risk Minimization with Variance Reduction UAI 2026 Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees UAI 2026 Contrastive Conformal Sets UAI 2026 Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds AAAI 2026 CP-Router: An Uncertainty-Aware Router Between LLM and LRM AAAI 2026 Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding CLeaR 2026 Diagnosing Conformal Prediction Failures Under Distribution Shift: A COVID-19 Case Study UAI 2026 Efficient Confidence Set Enumeration for Multi-label Conformal Classification UAI 2026 Efficient Federated Conformal Prediction with Group-Conditional Guarantee UAI 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026 Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026