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| Conformal prediction under ambiguous ground truth | Jul 18, 2023 | Conformal PredictionPrediction | CodeCode Available | 2 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| GAUCHE: A Library for Gaussian Processes in Chemistry | Dec 6, 2022 | Bayesian OptimisationGaussian Processes | CodeCode Available | 2 |
| FisherRF: Active View Selection and Uncertainty Quantification for Radiance Fields using Fisher Information | Nov 29, 2023 | NeRFUncertainty Quantification | CodeCode Available | 2 |
| Model-free quantification of completeness, uncertainties, and outliers in atomistic machine learning using information theory | Apr 18, 2024 | Active LearningUncertainty Quantification | CodeCode Available | 2 |
| NeuralUQ: A comprehensive library for uncertainty quantification in neural differential equations and operators | Aug 25, 2022 | Uncertainty Quantification | CodeCode Available | 2 |
| Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs | Jun 22, 2024 | HallucinationUncertainty Quantification | CodeCode Available | 2 |
