| Learning particle swarming models from data with Gaussian processes | Jun 4, 2021 | FrictionGaussian Processes | —Unverified | 0 |
| Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective | Jun 4, 2021 | Uncertainty Quantificationvalid | —Unverified | 0 |
| Evidential Turing Processes | Jun 2, 2021 | Image ClassificationUncertainty Quantification | CodeCode Available | 1 |
| Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI | Jun 2, 2021 | FairnessUncertainty Quantification | CodeCode Available | 1 |
| Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra | Jun 1, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals | Jun 1, 2021 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Sparse Uncertainty Representation in Deep Learning with Inducing Weights | May 30, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification | May 28, 2021 | EpidemiologyTime Series | CodeCode Available | 1 |
| Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders | May 27, 2021 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |