| A Structured Variational Autoencoder for Contextual Morphological Inflection | Jun 10, 2018 | Morphological InflectionVariational Inference | CodeCode Available | 0 |
| Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty | Jun 10, 2018 | Gaussian ProcessesVariational Inference | —Unverified | 0 |
| Using Social Network Information in Bayesian Truth Discovery | Jun 8, 2018 | Variational Inference | —Unverified | 0 |
| A Stein variational Newton method | Jun 8, 2018 | Variational Inference | CodeCode Available | 0 |
| A Spectral Approach to Gradient Estimation for Implicit Distributions | Jun 7, 2018 | Variational Inference | CodeCode Available | 0 |
| Scalable Multi-Class Bayesian Support Vector Machines for Structured and Unstructured Data | Jun 7, 2018 | Active LearningGeneral Classification | —Unverified | 0 |
| Finding Convincing Arguments Using Scalable Bayesian Preference Learning | Jun 6, 2018 | Active LearningVariational Inference | CodeCode Available | 0 |
| Boosting Black Box Variational Inference | Jun 6, 2018 | Variational Inference | CodeCode Available | 0 |
| Pathwise Derivatives for Multivariate Distributions | Jun 5, 2018 | Variational Inference | —Unverified | 0 |
| Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference | Jun 5, 2018 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Pathwise Derivatives Beyond the Reparameterization Trick | Jun 5, 2018 | regressionVariational Inference | CodeCode Available | 0 |
| Reparameterization Gradient for Non-differentiable Models | Jun 1, 2018 | Variational Inference | CodeCode Available | 0 |
| Cyberattack Detection using Deep Generative Models with Variational Inference | May 31, 2018 | Variational Inference | —Unverified | 0 |
| Forward Amortized Inference for Likelihood-Free Variational Marginalization | May 29, 2018 | General ClassificationVariational Inference | —Unverified | 0 |
| Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data | May 29, 2018 | Representation LearningVariational Inference | —Unverified | 0 |
| Hamiltonian Variational Auto-Encoder | May 29, 2018 | Variational Inference | CodeCode Available | 0 |
| Wasserstein Variational Inference | May 29, 2018 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Discrete flow posteriors for variational inference in discrete dynamical systems | May 28, 2018 | GPUVariational Inference | —Unverified | 0 |
| Semi-Implicit Variational Inference | May 28, 2018 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| A Stochastic Decoder for Neural Machine Translation | May 28, 2018 | DecoderMachine Translation | —Unverified | 0 |
| An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm | May 25, 2018 | SensitivityVariational Inference | —Unverified | 0 |
| Ergodic Inference: Accelerate Convergence by Optimisation | May 25, 2018 | Computational EfficiencyVariational Inference | —Unverified | 0 |
| Uncertainty-Aware Attention for Reliable Interpretation and Prediction | May 24, 2018 | PredictionVariational Inference | CodeCode Available | 0 |
| Efficient Inference in Multi-task Cox Process Models | May 24, 2018 | Gaussian ProcessesPoint Processes | CodeCode Available | 0 |
| Variational Inference for Data-Efficient Model Learning in POMDPs | May 23, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
