conftrace_

coverage probability

10 papers

Explore in graph

Co-occurring keywords

uncertainty quantification (1393) prediction interval (67) conformal prediction (215) prediction set (57) random forest (326) graph neural network (3962) bayesian inference (1907) prediction interval aggregation (1) permutation invariance (65) coverage guarantee (26)

Papers

Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction AAAI 2025
TorchCP: A Python Library for Conformal Prediction JMLR 2025
Multi-model Ensemble Conformal Prediction in Dynamic Environments NIPS 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NIPS 2023
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NIPS 2023
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability NIPS 2023
HDI-Forest: Highest Density Interval Regression Forest IJCAI 2019
Efficiency of conformalized ridge regression COLT 2014
Conditional Validity of Inductive Conformal Predictors ACML 2012