| Learning-based GNSS Uncertainty Quantification using Continuous-Time Factor Graph Optimization | Mar 6, 2025 | State EstimationUncertainty Quantification | —Unverified | 0 |
| Matrix Factorization for Inferring Associations and Missing Links | Mar 6, 2025 | Dimensionality ReductionInformation Retrieval | —Unverified | 0 |
| Active operator learning with predictive uncertainty quantification for partial differential equations | Mar 5, 2025 | Active LearningOperator learning | —Unverified | 0 |
| Conceptualizing Uncertainty | Mar 5, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery | Mar 4, 2025 | Active LearningUncertainty Quantification | —Unverified | 0 |
| Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems? | Mar 4, 2025 | Image InpaintingRetrieval | CodeCode Available | 0 |
| Architectural and Inferential Inductive Biases For Exchangeable Sequence Modeling | Mar 3, 2025 | Active LearningDecision Making | CodeCode Available | 0 |
| An Efficient and Uncertainty-aware Reinforcement Learning Framework for Quality Assurance in Extrusion Additive Manufacturing | Mar 2, 2025 | Q-LearningUncertainty Quantification | —Unverified | 0 |
| Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices | Mar 1, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Gaussian process surrogate model to approximate power grid simulators -- An application to the certification of a congestion management controller | Feb 28, 2025 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |