prediction set

ENSUR: Equitable and Statistically Unbiased Recommendation ICML 2025 Ensuring Class-Conditional Coverage for Pathological Workflows (Student Abstract) AAAI 2025 Error-quantified Conformal Inference for Time Series ICLR 2025 Guaranteed Prediction Sets for Functional Surrogate Models UAI 2025 Improving the Statistical Efficiency of Cross-Conformal Prediction ICML 2025 Multi-Dimensional Conformal Prediction ICLR 2025 Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025 Probabilistic Conformal Prediction with Approximate Conditional Validity ICLR 2025 Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning ICLR 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction AAAI 2025 Robust Conformal Prediction with a Single Binary Certificate ICLR 2025 SACP: Spatially-Adaptive Conformal Prediction in Uncertainty Quantification of Medical Image Segmentation MIDL 2025 Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models ICLR 2025 SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025 Set Valued Predictions For Robust Domain Generalization ICML 2025 Stochastic Online Conformal Prediction with Semi-Bandit Feedback ICML 2025 Test-time Augmentation Improves Efficiency in Conformal Prediction CVPR 2025 Valid Conformal Prediction for Dynamic GNNs ICLR 2025 Volume Optimality in Conformal Prediction with Structured Prediction Sets ICML 2025 Active, anytime-valid risk controlling prediction sets NeurIPS 2024 An Information Theoretic Perspective on Conformal Prediction NeurIPS 2024 API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access EMNLP 2024 Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference ICML 2024 Conformal Inference for Online Prediction with Arbitrary Distribution Shifts JMLR 2024