 Residual Reweighted Conformal Prediction for Graph Neural NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
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 Enhanced Route Planning with Calibrated Uncertainty SetMachine-mediated learning (ML), 2025 |
 Conformal Thresholded Intervals for Efficient RegressionAAAI Conference on Artificial Intelligence (AAAI), 2024 |
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 Uncertainty Quantification over Graph with Conformalized Graph Neural
NetworksNeural Information Processing Systems (NeurIPS), 2023 |
 Conformal Prediction Regions for Time Series using Linear
Complementarity ProgrammingAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Derandomized Novelty Detection with FDR Control via Conformal E-valuesNeural Information Processing Systems (NeurIPS), 2023 |
 Bayesian Optimization with Conformal Prediction SetsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 Conformalized Fairness via Quantile RegressionNeural Information Processing Systems (NeurIPS), 2022 |
 Selection by Prediction with Conformal p-valuesJournal of machine learning research (JMLR), 2022 Ying Jin Emmanuel J. Candès |
 Conformal Risk ControlInternational Conference on Learning Representations (ICLR), 2022 |
 Anomalous Edge Detection in Edge Exchangeable Social Network ModelsInternational Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2021 |
 Fair Conformal Predictors for Applications in Medical ImagingAAAI Conference on Artificial Intelligence (AAAI), 2021 |
 Improving Conditional Coverage via Orthogonal Quantile RegressionNeural Information Processing Systems (NeurIPS), 2021 |
 Conformal Uncertainty Sets for Robust OptimizationInternational Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2021 |
 Conformal Prediction using Conditional HistogramsNeural Information Processing Systems (NeurIPS), 2021 |
 Testing for Outliers with Conformal p-valuesAnnals of Statistics (Ann. Stat.), 2021 |
 A comparison of some conformal quantile regression methods Matteo Sesia Emmanuel J. Candès |
 Conformalized Quantile RegressionNeural Information Processing Systems (NeurIPS), 2019 |
