| Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms | Jun 6, 2018 | Probabilistic ProgrammingState Space Models | —Unverified | 0 |
| Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers | May 23, 2018 | Bayesian InferenceState Space Models | —Unverified | 0 |
| Fast Robust Methods for Singular State-Space Models | Mar 7, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Autoregressive Point-Processes as Latent State-Space Models: a Moment-Closure Approach to Fluctuations and Autocorrelations | Feb 28, 2018 | Point ProcessesState Space Models | —Unverified | 0 |
| Identification of LTV Dynamical Models with Smooth or Discontinuous Time Evolution by means of Convex Optimization | Feb 27, 2018 | FrictionReinforcement Learning | CodeCode Available | 0 |
| Predicting crypto-currencies using sparse non-Gaussian state space models | Feb 13, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Learning and Querying Fast Generative Models for Reinforcement Learning | Feb 8, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Gaussian variational approximation for high-dimensional state space models | Jan 24, 2018 | State Space ModelsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Discriminative State Space Models | Dec 1, 2017 | State Space ModelsTime Series | —Unverified | 0 |
