| Attentive State-Space Modeling of Disease Progression | Dec 1, 2019 | Predicting Patient OutcomesState Space Models | CodeCode Available | 0 |
| A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark | Nov 15, 2019 | State Space Models | —Unverified | 0 |
| Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling | Nov 9, 2019 | GPUModel Selection | CodeCode Available | 0 |
| Beta DVBF: Learning State-Space Models for Control from High Dimensional Observations | Nov 2, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Dynamically Controlled Recurrent Neural Network for Modeling Dynamical Systems | Oct 31, 2019 | State Space Models | —Unverified | 0 |
| Parameter elimination in particle Gibbs sampling | Oct 30, 2019 | Bayesian InferenceEpidemiology | CodeCode Available | 0 |
| The Gaussian Process Prior VAE for Interpretable Latent Dynamics from Pixels | Oct 16, 2019 | State Space Models | —Unverified | 0 |
| Variationally Inferred Sampling Through a Refined Bound | Oct 16, 2019 | Bayesian InferenceDensity Estimation | CodeCode Available | 0 |
| Variational Tracking and Prediction with Generative Disentangled State-Space Models | Oct 14, 2019 | Bayesian InferencePosition | —Unverified | 0 |
| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 |
