| Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPs | Jun 4, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Certifiably Byzantine-Robust Federated Conformal Prediction | Jun 4, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| To Believe or Not to Believe Your LLM | Jun 4, 2024 | Uncertainty Quantification | —Unverified | 0 |
| The Deep Latent Space Particle Filter for Real-Time Data Assimilation with Uncertainty Quantification | Jun 4, 2024 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 0 |
| A Bayesian Approach to Online Planning | Jun 4, 2024 | Thompson SamplingUncertainty Quantification | CodeCode Available | 1 |
| Robust Classification by Coupling Data Mollification with Label Smoothing | Jun 3, 2024 | Data AugmentationRobust classification | CodeCode Available | 0 |
| Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture of Experts -- Physics Informed Neural Operator Forward Model | Jun 2, 2024 | DenoisingMixture-of-Experts | CodeCode Available | 3 |
| Bayesian Joint Additive Factor Models for Multiview Learning | Jun 2, 2024 | Multiview LearningUncertainty Quantification | CodeCode Available | 0 |
| A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning | Jun 1, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach | May 31, 2024 | Decision MakingGaussian Processes | CodeCode Available | 0 |
