Non-Factorised Variational Inference in Dynamical Systems.
Alessandro Davide IalongoMark van der WilkJames HensmanCarl Edward RasmussenPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- variational inference
- bayesian inference
- posterior distribution
- topic models
- probabilistic model
- probabilistic graphical models
- gaussian process
- mixture model
- variational methods
- latent dirichlet allocation
- closed form
- exponential family
- exact inference
- dynamic systems
- graphical models
- state space
- approximate inference
- factor graphs
- hyperparameters
- nonlinear dynamical systems
- latent variables
- maximum a posteriori
- probability distribution
- density estimation
- generative model
- maximum likelihood
- hidden markov models