| Towards Autoencoding Variational Inference for Aspect-based Opinion Summary | Feb 7, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Meta-Amortized Variational Inference and Learning | Feb 5, 2019 | ClusteringDensity Estimation | CodeCode Available | 0 |
| Variational Bayesian Decision-making for Continuous Utilities | Feb 2, 2019 | Decision MakingVariational Inference | CodeCode Available | 0 |
| Understanding MCMC Dynamics as Flows on the Wasserstein Space | Feb 1, 2019 | Novel ConceptsVariational Inference | CodeCode Available | 0 |
| Multilevel Monte Carlo Variational Inference | Feb 1, 2019 | Stochastic OptimizationVariational Inference | —Unverified | 0 |
| Probabilistic Discriminative Learning with Layered Graphical Models | Jan 31, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Enhanced Variational Inference with Dyadic Transformation | Jan 30, 2019 | Variational Inference | CodeCode Available | 0 |
| Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning | Jan 30, 2019 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Metric Gaussian Variational Inference | Jan 30, 2019 | Bayesian InferenceVariational Inference | CodeCode Available | 0 |
| To Relieve Your Headache of Training an MRF, Take AdVIL | Jan 24, 2019 | Variational Inference | —Unverified | 0 |
