| Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network | Mar 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stein Variational Inference for Discrete Distributions | Mar 1, 2020 | Variational Inference | —Unverified | 0 |
| PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference | Mar 1, 2020 | Bayesian Inferencecontinuous-control | —Unverified | 0 |
| Gradient Boosted Normalizing Flows | Feb 27, 2020 | Density EstimationVariational Inference | CodeCode Available | 1 |
| MetFlow: A New Efficient Method for Bridging the Gap between Markov Chain Monte Carlo and Variational Inference | Feb 27, 2020 | Variational Inference | —Unverified | 0 |
| Composing Normalizing Flows for Inverse Problems | Feb 26, 2020 | Compressive SensingUncertainty Quantification | —Unverified | 0 |
| Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models | Feb 26, 2020 | Gaussian ProcessesVariational Inference | CodeCode Available | 0 |
| Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction | Feb 25, 2020 | Age EstimationVariational Inference | —Unverified | 0 |
| Handling the Positive-Definite Constraint in the Bayesian Learning Rule | Feb 24, 2020 | validVariational Inference | CodeCode Available | 0 |
| VFlow: More Expressive Generative Flows with Variational Data Augmentation | Feb 22, 2020 | Density EstimationImage Generation | CodeCode Available | 1 |
