| 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 |
| Provable Smoothness Guarantees for Black-Box Variational Inference | Jan 24, 2019 | Variational Inference | —Unverified | 0 |
| To Relieve Your Headache of Training an MRF, Take AdVIL | Jan 24, 2019 | Variational Inference | —Unverified | 0 |
| Modeling and inference of spatio-temporal protein dynamics across brain networks | Jan 18, 2019 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent | Jan 18, 2019 | RelationVariational Inference | —Unverified | 0 |
| Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems | Jan 15, 2019 | Probabilistic Deep LearningVariational Inference | CodeCode Available | 0 |
