| FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation | May 31, 2022 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems | May 31, 2022 | PredictionUncertainty Quantification | CodeCode Available | 1 |
| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification for Fairness in Two-Stage Recommender Systems | May 30, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning | May 30, 2022 | Neural Architecture SearchSurvey | —Unverified | 0 |
| Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR) | May 29, 2022 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model | May 28, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Selective Inference for Sparse Multitask Regression with Applications in Neuroimaging | May 27, 2022 | Multi-Task Learningregression | —Unverified | 0 |
| Deep interpretable ensembles | May 25, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee | May 22, 2022 | Conformal PredictionOutlier Detection | —Unverified | 0 |
