| Auto-Encoding Variational Neural Machine Translation | Jul 27, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| A Flexible Generative Framework for Graph-based Semi-supervised Learning | May 26, 2019 | Missing LabelsVariational Inference | CodeCode Available | 0 |
| On the challenges of learning with inference networks on sparse, high-dimensional data | Oct 17, 2017 | parameter estimationVariational Inference | CodeCode Available | 0 |
| Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion | Oct 17, 2024 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes | May 13, 2020 | counterfactualGaussian Processes | CodeCode Available | 0 |
| Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization | May 23, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation | Aug 2, 2023 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| Single-cell gene regulatory network analysis for mixed cell populations with applications to COVID-19 single cell data | May 23, 2022 | Variational Inference | CodeCode Available | 0 |
| Single Episode Policy Transfer in Reinforcement Learning | Oct 17, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Variational Deep Q Network | Nov 30, 2017 | Efficient ExplorationVariational Inference | CodeCode Available | 0 |
