| Bayesian Policy Search for Stochastic Domains | Oct 1, 2020 | Bayesian InferenceProbabilistic Programming | —Unverified | 0 |
| Physics-Constrained Predictive Molecular Latent Space Discovery with Graph Scattering Variational Autoencoder | Sep 29, 2020 | Drug Discoverymolecular representation | CodeCode Available | 0 |
| Bayesian Online Meta-Learning | Sep 28, 2020 | ClassificationMeta-Learning | —Unverified | 0 |
| BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayesian Fine-tuning | Sep 28, 2020 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Mixture Representation Learning with Coupled Autoencoding Agents | Sep 28, 2020 | Representation LearningVariational Inference | —Unverified | 0 |
| Approximate Probabilistic Inference with Composed Flows | Sep 28, 2020 | Variational Inference | —Unverified | 0 |
| Variational Temporal Deep Generative Model for Radar HRRP Target Recognition | Sep 28, 2020 | Variational Inference | —Unverified | 0 |
| f-Divergence Variational Inference | Sep 28, 2020 | Stochastic OptimizationVariational Inference | —Unverified | 0 |
| Stein Variational Gaussian Processes | Sep 25, 2020 | Gaussian ProcessesVariational Inference | CodeCode Available | 0 |
| Factorized Deep Generative Models for Trajectory Generation with Spatiotemporal-Validity Constraints | Sep 20, 2020 | Variational Inference | —Unverified | 0 |
| AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network | Sep 17, 2020 | ChunkingVariational Inference | CodeCode Available | 1 |
| Efficient Variational Bayes Learning of Graphical Models with Smooth Structural Changes | Sep 16, 2020 | Time Series AnalysisVariational Inference | —Unverified | 0 |
| Tracking disease outbreaks from sparse data with Bayesian inference | Sep 12, 2020 | Bayesian InferenceEpidemiology | —Unverified | 0 |
| Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting | Sep 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Learning more expressive joint distributions in multimodal variational methods | Sep 8, 2020 | ColorizationVariational Inference | CodeCode Available | 0 |
| Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using The Generalized Hyperbolic Prior | Sep 5, 2020 | Bayesian InferenceVariational Inference | —Unverified | 0 |
| Online Estimation and Community Detection of Network Point Processes for Event Streams | Sep 3, 2020 | Community DetectionOnline Community Detection | CodeCode Available | 0 |
| Quasi-symplectic Langevin Variational Autoencoder | Sep 2, 2020 | Variational Inference | —Unverified | 0 |
| Local-HDP: Interactive Open-Ended 3D Object Categorization in Real-Time Robotic Scenarios | Sep 2, 2020 | Object CategorizationVariational Inference | —Unverified | 0 |
| Variational Mixture of Normalizing Flows | Sep 1, 2020 | ClusteringDensity Estimation | —Unverified | 0 |
| Stochastic Graph Recurrent Neural Network | Sep 1, 2020 | Representation LearningVariational Inference | CodeCode Available | 0 |
| Robust, Accurate Stochastic Optimization for Variational Inference | Sep 1, 2020 | DiagnosticStochastic Optimization | —Unverified | 0 |
| β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers | Aug 31, 2020 | Bayesian InferenceData Summarization | CodeCode Available | 0 |
| Modulating Scalable Gaussian Processes for Expressive Statistical Learning | Aug 29, 2020 | Gaussian ProcessesVariational Inference | CodeCode Available | 0 |
| Loss convergence in a causal Bayesian neural network of retail firm performance | Aug 29, 2020 | Variational Inference | CodeCode Available | 0 |
