| Particle Metropolis adjusted Langevin algorithms for state space models | Feb 4, 2014 | State Space Models | —Unverified | 0 |
| Particle Gibbs with Ancestor Sampling | Jan 3, 2014 | State Space Models | —Unverified | 0 |
| Identification of Gaussian Process State-Space Models with Particle Stochastic Approximation EM | Dec 17, 2013 | State Space Models | —Unverified | 0 |
| Approximate inference in latent Gaussian-Markov models from continuous time observations | Dec 1, 2013 | State Space Models | —Unverified | 0 |
| Particle filter-based Gaussian process optimisation for parameter inference | Nov 4, 2013 | State Space Models | —Unverified | 0 |
| Particle Metropolis-Hastings using gradient and Hessian information | Nov 4, 2013 | State Space Models | —Unverified | 0 |
| On-line Bayesian parameter estimation in general non-linear state-space models: A tutorial and new results | Jul 12, 2013 | Density Estimationparameter estimation | —Unverified | 0 |
| Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC | Jun 12, 2013 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Particle approximations of the score and observed information matrix for parameter estimation in state space models with linear computational cost | Jun 4, 2013 | Density Estimationparameter estimation | —Unverified | 0 |
| Nonparametric risk bounds for time-series forecasting | Dec 3, 2012 | State Space ModelsTime Series | —Unverified | 0 |
