conformal prediction

SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025 Semiparametric conformal prediction AISTATS 2025 Sparse Activations as Conformal Predictors AISTATS 2025 Stochastic Online Conformal Prediction with Semi-Bandit Feedback ICML 2025 Strategic Conformal Prediction AISTATS 2025 Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025 Test-time Augmentation Improves Efficiency in Conformal Prediction CVPR 2025 THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction EMNLP 2025 TorchCP: A Python Library for Conformal Prediction JMLR 2025 Towards Statistical Factuality Guarantee for Large Vision-Language Models EMNLP 2025 Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective AAAI 2025 Two-stage Risk Control with Application to Ranked Retrieval IJCAI 2025 Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures CoRL 2025 Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach WACV 2025 Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach MLHC 2025 Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification ICLR 2025 Valid Conformal Prediction for Dynamic GNNs ICLR 2025 VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ACL 2025 Volume Optimality in Conformal Prediction with Structured Prediction Sets ICML 2025 Wasserstein-Regularized Conformal Prediction under General Distribution Shift ICLR 2025 Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks JMLR 2025 Active, anytime-valid risk controlling prediction sets NeurIPS 2024 Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction ECCV 2024 Adaptive Conformal Inference by Betting ICML 2024 Aligning Model Properties via Conformal Risk Control NeurIPS 2024