conformal prediction

Predictive Inference with Feature Conformal Prediction ICLR 2023 Principled Out-of-Distribution Detection via Multiple Testing JMLR 2023 Probabilistically robust conformal prediction UAI 2023 Probabilistic Conformal Prediction Using Conditional Random Samples AISTATS 2023 Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners CoRL 2023 Sequential Predictive Conformal Inference for Time Series ICML 2023 Sequential Predictive Two-Sample and Independence Testing NeurIPS 2023 TRIAGE: Characterizing and auditing training data for improved regression NeurIPS 2023 Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NeurIPS 2023 Adaptive Conformal Predictions for Time Series ICML 2022 Adversarially Robust Conformal Prediction ICLR 2022 CD-split and HPD-split: Efficient Conformal Regions in High Dimensions JMLR 2022 Conformalized Fairness via Quantile Regression NeurIPS 2022 Conformal Off-Policy Prediction in Contextual Bandits NeurIPS 2022 Conformal Prediction Sets with Limited False Positives ICML 2022 Conformal Prediction with Temporal Quantile Adjustments NeurIPS 2022 Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022 Efficient and Differentiable Conformal Prediction with General Function Classes ICLR 2022 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022 iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection AAAI 2022 Learning Optimal Conformal Classifiers ICLR 2022 Learning Pareto-Efficient Decisions with Confidence AISTATS 2022 Modular Conformal Calibration ICML 2022 On the Utility of Prediction Sets in Human-AI Teams IJCAI 2022 Practical Adversarial Multivalid Conformal Prediction NeurIPS 2022