coverage guarantee

Conformal Online Model Aggregation UAI 2026 Contrastive Conformal Sets UAI 2026 Efficient Federated Conformal Prediction with Group-Conditional Guarantee UAI 2026 KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching UAI 2026 Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations AAAI 2026 Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score CVPR 2026 A Generic Framework for Conformal Fairness ICLR 2025 Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025 CAP: Conformalized Abstention Policies for Context-Adaptive Risk Management for LLMs and VLMs ACML 2025 Clinical Measurements with Calibrated Instance-Dependent Confidence Interval MIDL 2025 Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformal Prediction for Partial Label Learning AAAI 2025 Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression UAI 2025 Conformal Prediction Under Generalized Covariate Shift with Posterior Drift AISTATS 2025 Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach ICML 2025 Conformal Structured Prediction ICLR 2025 CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization UAI 2025 False Coverage Proportion Control for Conformal Prediction ICML 2025 Model Uncertainty Quantification by Conformal Prediction in Continual Learning ICML 2025 Online Conformal Prediction via Online Optimization ICML 2025 Online Differentially Private Conformal Prediction for Uncertainty Quantification ICML 2025 Powerful batch conformal prediction for classification AISTATS 2025 Residual Reweighted Conformal Prediction for Graph Neural Networks UAI 2025 Risk Controlled Image Retrieval AAAI 2025 Robust Conformal Prediction with a Single Binary Certificate ICLR 2025