prediction interval

Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding CLeaR 2026 Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026 ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model AAAI 2026 Retrospective Counterfactual Prediction by Conditioning on the Factual Outcome: A Cross-World Approach CLeaR 2026 Transfer Conformal Predictive Inference for Regression JMLR 2026 When Does Model Multiplicity Affect Prediction Intervals? A Sharp Phase Transition UAI 2026 Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025 Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025 Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence ICLR 2025 Building Conformal Prediction Intervals with Approximate Message Passing UAI 2025 CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025 CBMA: Improving Conformal Prediction through Bayesian Model Averaging ICLR 2025 Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees EMNLP 2025 Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025 Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformal Thresholded Intervals for Efficient Regression AAAI 2025 Model Uncertainty Quantification by Conformal Prediction in Continual Learning ICML 2025 Neural Conformal Control for Time Series Forecasting AAAI 2025 Relational Conformal Prediction for Correlated Time Series ICML 2025 Residual Reweighted Conformal Prediction for Graph Neural Networks UAI 2025 Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025 TorchCP: A Python Library for Conformal Prediction JMLR 2025 Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach MLHC 2025 Asymptotically Free Sketched Ridge Ensembles: Risks, Cross-Validation, and Tuning ICLR 2024 Boosted Conformal Prediction Intervals NeurIPS 2024