| MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning | Jun 3, 2019 | Bayesian OptimisationBIG-bench Machine Learning | —Unverified | 0 |
| Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process | Jun 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder | May 31, 2019 | Variational Inference | —Unverified | 0 |
| Neural Likelihoods for Multi-Output Gaussian Processes | May 31, 2019 | Gaussian ProcessesVariational Inference | —Unverified | 0 |
| Structured Output Learning with Conditional Generative Flows | May 30, 2019 | PredictionStructured Prediction | CodeCode Available | 1 |
| Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks | May 30, 2019 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 |
| Efficient EM-Variational Inference for Hawkes Process | May 29, 2019 | Variational Inference | —Unverified | 0 |
| Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference | May 29, 2019 | Spike SortingVariational Inference | CodeCode Available | 0 |
| Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition | May 28, 2019 | Audio ClassificationBayesian Inference | CodeCode Available | 0 |
| Uncertainty-based Continual Learning with Adaptive Regularization | May 28, 2019 | Continual LearningReinforcement Learning | CodeCode Available | 0 |
