| Uncertainty Quantification in Retrieval Augmented Question Answering | Feb 25, 2025 | Question AnsweringRetrieval | CodeCode Available | 0 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 |
| Trustworthy Classification through Rank-Based Conformal Prediction Sets | Jul 5, 2024 | ClassificationConformal Prediction | CodeCode Available | 0 |
| Uncertainty Visualization via Low-Dimensional Posterior Projections | Dec 12, 2023 | Image RestorationUncertainty Quantification | CodeCode Available | 0 |
| Learning thermodynamically constrained equations of state with uncertainty | Jun 29, 2023 | GPRUncertainty Quantification | CodeCode Available | 0 |
| Sparse online variational Bayesian regression | Feb 24, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Leave-One-Out Stable Conformal Prediction | Apr 16, 2025 | Computational EfficiencyConformal Prediction | CodeCode Available | 0 |
| Uncertainty Quantification in Stereo Matching | Dec 24, 2024 | Decision MakingDisentanglement | CodeCode Available | 0 |
| Length Optimization in Conformal Prediction | Jun 27, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 0 |
| ProDAG: Projected Variational Inference for Directed Acyclic Graphs | May 24, 2024 | Causal InferenceCombinatorial Optimization | CodeCode Available | 0 |
| A new method of modeling the multi-stage decision-making process of CRT using machine learning with uncertainty quantification | Sep 15, 2023 | Decision MakingSpecificity | CodeCode Available | 0 |
| Proper Scoring Rules for Survival Analysis | May 1, 2023 | Survival AnalysisUncertainty Quantification | CodeCode Available | 0 |
| ACon^2: Adaptive Conformal Consensus for Provable Blockchain Oracles | Nov 17, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Certifiably Byzantine-Robust Federated Conformal Prediction | Jun 4, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning | Apr 12, 2024 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| CAS4DL: Christoffel Adaptive Sampling for function approximation via Deep Learning | Aug 25, 2022 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| L-HYDRA: Multi-Head Physics-Informed Neural Networks | Jan 5, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Variational Inference on the Final-Layer Output of Neural Networks | Feb 5, 2023 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Capturing Extreme Events in Turbulence using an Extreme Variational Autoencoder (xVAE) | Feb 7, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection | Mar 18, 2025 | Uncertainty Quantificationzero-shot-classification | CodeCode Available | 0 |
| Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation | Apr 23, 2020 | DenoisingForm | CodeCode Available | 0 |
| Likelihood-based estimation and prediction for a measles outbreak in Samoa | Mar 30, 2021 | Uncertainty Quantification | CodeCode Available | 0 |
| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 |
| An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention Networks | Feb 25, 2025 | Decision MakingDeep Attention | CodeCode Available | 0 |
| Linear Opinion Pooling for Uncertainty Quantification on Graphs | Jun 6, 2024 | Node ClassificationUncertainty Quantification | CodeCode Available | 0 |
