prediction set

Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024 Conformal Language Modeling ICLR 2024 Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NeurIPS 2024 Conformal Prediction for Deep Classifier via Label Ranking ICML 2024 Conformal Prediction with Learned Features ICML 2024 Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets NeurIPS 2024 ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024 Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data AAAI 2024 Designing Decision Support Systems using Counterfactual Prediction Sets ICML 2024 Early-Exit Neural Networks with Nested Prediction Sets UAI 2024 Length Optimization in Conformal Prediction NeurIPS 2024 Multi-model Ensemble Conformal Prediction in Dynamic Environments NeurIPS 2024 On the Expected Size of Conformal Prediction Sets AISTATS 2024 PAC Prediction Sets Under Label Shift ICLR 2024 Provably Robust Conformal Prediction with Improved Efficiency ICLR 2024 Robust Conformal Prediction Using Privileged Information NeurIPS 2024 Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024 The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks ICML 2024 Towards Human-AI Complementarity with Prediction Sets NeurIPS 2024 Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction AAAI 2024 Two fundamental limits for uncertainty quantification in predictive inference COLT 2024 Verifiably Robust Conformal Prediction NeurIPS 2024 Batch Multivalid Conformal Prediction ICLR 2023 Class-Conditional Conformal Prediction with Many Classes NeurIPS 2023 Conformal Prediction Sets for Graph Neural Networks ICML 2023