Sparse Bayesian Nonlinear System Identification Using Variational Inference.
William R. JacobsTara BaldacchinoTony J. DoddSean R. AndersonPublished in: IEEE Trans. Autom. Control. (2018)
Keyphrases
- variational inference
- bayesian inference
- probabilistic graphical models
- topic models
- mixture model
- posterior distribution
- probabilistic model
- variational methods
- gaussian process
- latent dirichlet allocation
- closed form
- multi task
- exact inference
- graphical models
- factor graphs
- exponential family
- prior information
- approximate inference
- probability distribution
- hyperparameters
- support vector
- first order logic
- expectation maximization
- optic flow
- maximum likelihood
- text mining