conftrace_

prediction interval

67 papers

Explore in graph

Also known as

PI

Co-occurring keywords

uncertainty quantification (1393) conformal prediction (215) quantile regression (95) uncertainty estimation (648) coverage probability (10) random forest (326) neural network (6616) distribution shift (722) epistemic uncertainty (160) aleatoric uncertainty (109)

Papers

Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026
ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model AAAI 2026
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025
Neural Conformal Control for Time Series Forecasting AAAI 2025
TorchCP: A Python Library for Conformal Prediction JMLR 2025
Conformal Thresholded Intervals for Efficient Regression AAAI 2025
Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees EMNLP 2025
Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025
CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025
Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025
Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025
Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024
Generalized Fast Exact Conformalization NIPS 2024
Self-Calibrating Conformal Prediction NIPS 2024
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent AISTATS 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024
Boosted Conformal Prediction Intervals NIPS 2024
Split Conformal Prediction and Non-Exchangeable Data JMLR 2024
Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024
Integrating Uncertainty Awareness into Conformalized Quantile Regression AISTATS 2024
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding CLEAR 2024
Improving Adaptive Conformal Prediction Using Self-Supervised Learning AISTATS 2023
Conformal Off-Policy Prediction AISTATS 2023
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap AAAI 2023