| Being a Bit Frequentist Improves Bayesian Neural Networks | Jun 18, 2021 | Bayesian InferenceOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| PAC Prediction Sets Under Covariate Shift | Jun 17, 2021 | PredictionUncertainty Quantification | CodeCode Available | 0 |
| Quasi-Bayesian Dual Instrumental Variable Regression | Jun 16, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Nonparametric Empirical Bayes Estimation and Testing for Sparse and Heteroscedastic Signals | Jun 16, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Linear-Time Probabilistic Solutions of Boundary Value Problems | Jun 14, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Spatial spread of COVID-19 outbreak in Italy using multiscale kinetic transport equations with uncertainty | Jun 14, 2021 | Uncertainty Quantification | —Unverified | 0 |
| An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention cost | Jun 11, 2021 | counterfactualUncertainty Quantification | CodeCode Available | 0 |
| Learning Functional Priors and Posteriors from Data and Physics | Jun 8, 2021 | Meta-Learningregression | —Unverified | 0 |
| BayesIMP: Uncertainty Quantification for Causal Data Fusion | Jun 7, 2021 | Bayesian OptimisationCausal Inference | —Unverified | 0 |
| Meta-Learning Reliable Priors in the Function Space | Jun 6, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
