| Variational Inference for Computational Imaging Inverse Problems | Apr 12, 2019 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| Inferring the quantum density matrix with machine learning | Apr 11, 2019 | BIG-bench Machine LearningVariational Inference | —Unverified | 0 |
| Variational AutoEncoder For Regression: Application to Brain Aging Analysis | Apr 11, 2019 | Disentanglementregression | CodeCode Available | 0 |
| Novel Uncertainty Framework for Deep Learning Ensembles | Apr 9, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Generalization Bound for Online Variational Inference | Apr 8, 2019 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| Unsupervised Recurrent Neural Network Grammars | Apr 7, 2019 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 0 |
| Robust Deep Gaussian Processes | Apr 4, 2019 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Generalized Variational Inference: Three arguments for deriving new Posteriors | Apr 3, 2019 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks | Apr 2, 2019 | Variational Inference | —Unverified | 0 |
| Perturbative estimation of stochastic gradients | Mar 31, 2019 | Variational Inference | —Unverified | 0 |
