prediction set

Conformal Prediction Sets for Ordinal Classification NeurIPS 2023 Conformal Risk Control for Ordinal Classification UAI 2023 Distribution Free Prediction Sets for Node Classification ICML 2023 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023 Improved Online Conformal Prediction via Strongly Adaptive Online Learning ICML 2023 Improving Expert Predictions with Conformal Prediction ICML 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 One-Shot Federated Conformal Prediction ICML 2023 PAC Prediction Sets for Large Language Models of Code ICML 2023 Probabilistically robust conformal prediction UAI 2023 Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023 Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NeurIPS 2023 Adversarially Robust Conformal Prediction ICLR 2022 Efficient and Differentiable Conformal Prediction with General Function Classes ICLR 2022 On the Utility of Prediction Sets in Human-AI Teams IJCAI 2022 PAC Prediction Sets for Meta-Learning NeurIPS 2022 PAC Prediction Sets Under Covariate Shift ICLR 2022 Practical Adversarial Multivalid Conformal Prediction NeurIPS 2022 Stable Conformal Prediction Sets ICML 2022 Adaptive Conformal Inference Under Distribution Shift NeurIPS 2021 Efficient Conformal Prediction via Cascaded Inference with Expanded Admission ICLR 2021 Few-Shot Conformal Prediction with Auxiliary Tasks ICML 2021 Classification with Valid and Adaptive Coverage NeurIPS 2020 Distribution-free binary classification: prediction sets, confidence intervals and calibration NeurIPS 2020 Computing Full Conformal Prediction Set with Approximate Homotopy NeurIPS 2019