| Bayesian score calibration for approximate models | Nov 10, 2022 | Bayesian Inferencescoring rule | CodeCode Available | 0 | 5 |
| Conformal Thresholded Intervals for Efficient Regression | Jul 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse Problems | Oct 18, 2023 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics | May 23, 2023 | Uncertainty Quantification | CodeCode Available | 0 | 5 |
| Variational Inference on the Final-Layer Output of Neural Networks | Feb 5, 2023 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 | 5 |
| Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification | May 28, 2018 | ClassificationGaussian Processes | CodeCode Available | 0 | 5 |
| Non-stationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data | Sep 29, 2021 | feature selectionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation Learning | Apr 18, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 | 5 |
| Conformal Risk Control for Pulmonary Nodule Detection | Dec 28, 2024 | Uncertainty Quantification | CodeCode Available | 0 | 5 |
| NP-ODE: Neural Process Aided Ordinary Differential Equations for Uncertainty Quantification of Finite Element Analysis | Dec 12, 2020 | Uncertainty Quantification | CodeCode Available | 0 | 5 |
| EquiNO: A Physics-Informed Neural Operator for Multiscale Simulations | Mar 27, 2025 | Operator learningUncertainty Quantification | CodeCode Available | 0 | 5 |
| Bayesian Spillover Graphs for Dynamic Networks | Mar 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Evaluating Bayesian Deep Learning Methods for Semantic Segmentation | Nov 30, 2018 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex | Feb 21, 2024 | Classifier calibrationUncertainty Quantification | CodeCode Available | 0 | 5 |
| Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data? | Oct 31, 2023 | Uncertainty Quantification | CodeCode Available | 0 | 5 |
| A Closed-Form Uncertainty Propagation in Non-Rigid Structure from Motion | May 10, 2020 | FormUncertainty Quantification | CodeCode Available | 0 | 5 |
| Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of Multipliers | Jan 29, 2024 | Bayesian InferenceDistributed Optimization | CodeCode Available | 0 | 5 |
| On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty Estimation | Jan 22, 2020 | General ClassificationRepresentation Learning | CodeCode Available | 0 | 5 |
| Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting | May 7, 2025 | Conformal PredictionImputation | CodeCode Available | 0 | 5 |
| Band-gap regression with architecture-optimized message-passing neural networks | Sep 12, 2023 | Band Gapband gap regression | CodeCode Available | 0 | 5 |
| On the Role of Surrogates in Conformal Inference of Individual Causal Effects | Dec 16, 2024 | Causal InferenceConformal Prediction | CodeCode Available | 0 | 5 |
| ON-Traffic: An Operator Learning Framework for Online Traffic Flow Estimation and Uncertainty Quantification from Lagrangian Sensors | Mar 18, 2025 | ManagementOperator learning | CodeCode Available | 0 | 5 |
| Bayeslands: A Bayesian inference approach for parameter uncertainty quantification in Badlands | May 2, 2018 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 | 5 |
| Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy Images | Sep 5, 2022 | Semantic SegmentationUncertainty Quantification | CodeCode Available | 0 | 5 |
| Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks | Aug 14, 2023 | Uncertainty Quantification | CodeCode Available | 0 | 5 |
