| Partially factorized variational inference for high-dimensional mixed models | Dec 20, 2023 | Uncertainty QuantificationVariational Inference | CodeCode Available | 1 |
| Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks | Dec 18, 2023 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| IntraSeismic: a coordinate-based learning approach to seismic inversion | Dec 17, 2023 | Data CompressionSeismic Imaging | —Unverified | 0 |
| Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model | Dec 16, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Symplectic Autoencoders for Model Reduction of Hamiltonian Systems | Dec 15, 2023 | Dimensionality Reductionmodel | CodeCode Available | 1 |
| Verification of Neural Reachable Tubes via Scenario Optimization and Conformal Prediction | Dec 14, 2023 | Collision AvoidanceConformal Prediction | —Unverified | 0 |
| How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning | Dec 13, 2023 | Multi-agent Reinforcement LearningSMAC | —Unverified | 0 |
| Identifying Drivers of Predictive Aleatoric Uncertainty | Dec 12, 2023 | Explainable Artificial Intelligence (XAI)Uncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Visualization via Low-Dimensional Posterior Projections | Dec 12, 2023 | Image RestorationUncertainty Quantification | CodeCode Available | 0 |
| The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness | Dec 12, 2023 | AstronomyImage Reconstruction | —Unverified | 0 |
| Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification | Dec 12, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Randomized Physics-Informed Machine Learning for Uncertainty Quantification in High-Dimensional Inverse Problems | Dec 11, 2023 | Physics-informed machine learningUncertainty Quantification | —Unverified | 0 |
| Implementing hosting capacity analysis in distribution networks: Practical considerations, advancements and future directions | Dec 11, 2023 | BenchmarkingCapacity Estimation | —Unverified | 0 |
| Uncertainty quantification in automated valuation models with spatially weighted conformal prediction | Dec 11, 2023 | Conformal PredictionUncertainty Quantification | CodeCode Available | 0 |
| Data-Driven Robust Covariance Control for Uncertain Linear Systems | Dec 10, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Rational Kriging | Dec 8, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models | Dec 8, 2023 | DenoisingUncertainty Quantification | CodeCode Available | 1 |
| Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference | Dec 8, 2023 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 1 |
| Thermodynamic Computing System for AI Applications | Dec 8, 2023 | Uncertainty Quantification | —Unverified | 0 |
| A Study on the Calibration of In-context Learning | Dec 7, 2023 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging | Dec 6, 2023 | EEGRepresentation Learning | CodeCode Available | 0 |
| Neural parameter calibration and uncertainty quantification for epidemic forecasting | Dec 5, 2023 | Uncertainty Quantification | CodeCode Available | 1 |
| Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator | Dec 4, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 0 |
| Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees | Dec 4, 2023 | Conformal PredictionUncertainty Quantification | —Unverified | 0 |
| Second-Order Uncertainty Quantification: A Distance-Based Approach | Dec 2, 2023 | Uncertainty Quantification | —Unverified | 0 |
