| State Space LSTM Models with Particle MCMC Inference | Nov 30, 2017 | State Space ModelsTopic Models | —Unverified | 0 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale | Sep 22, 2017 | Bayesian InferenceDemand Forecasting | —Unverified | 0 |
| Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing | Aug 7, 2017 | Medical Image AnalysisState Space Models | —Unverified | 0 |
| Variational online learning of neural dynamics | Jul 27, 2017 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems | Jul 20, 2017 | Activity RecognitionState Space Models | —Unverified | 0 |
| Variational Sequential Monte Carlo | May 31, 2017 | Bayesian InferenceState Space Models | CodeCode Available | 0 |
| Identification of Gaussian Process State Space Models | May 30, 2017 | State EstimationState Space Models | —Unverified | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 |
| Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach | May 23, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
