conftrace_

prediction set

57 papers

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Co-occurring keywords

conformal prediction (215) uncertainty quantification (1393) coverage guarantee (26) coverage probability (10) large language model (13587) graph neural network (3962) distribution shift (722) node classification (482) prediction interval (67) uncertainty estimation (648)

Papers

Verifiably Robust Conformal Prediction NIPS 2024
Active, anytime-valid risk controlling prediction sets NIPS 2024
An Information Theoretic Perspective on Conformal Prediction NIPS 2024
Multi-model Ensemble Conformal Prediction in Dynamic Environments NIPS 2024
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets NIPS 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NIPS 2024
Length Optimization in Conformal Prediction NIPS 2024
Robust Conformal Prediction Using Privileged Information NIPS 2024
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023
Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023
Distribution Free Prediction Sets for Node Classification ICML 2023
One-Shot Federated Conformal Prediction ICML 2023
Conformal Risk Control for Ordinal Classification UAI 2023
Probabilistically robust conformal prediction UAI 2023
PAC Prediction Sets for Large Language Models of Code ICML 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023
Conformal Prediction Sets for Graph Neural Networks ICML 2023
Improving Expert Predictions with Conformal Prediction ICML 2023
Improved Online Conformal Prediction via Strongly Adaptive Online Learning ICML 2023
Conformal Prediction Sets for Ordinal Classification NIPS 2023
Class-Conditional Conformal Prediction with Many Classes NIPS 2023
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NIPS 2023
PAC Prediction Sets for Meta-Learning NIPS 2022
Practical Adversarial Multivalid Conformal Prediction NIPS 2022
Stable Conformal Prediction Sets ICML 2022