Free-Form Variational Inference for Gaussian Process State-Space Models.
Xuhui FanEdwin V. BonillaTerence J. O'KaneScott A. SissonPublished in: ICML (2023)
Keyphrases
- gaussian process
- variational inference
- free form
- gaussian processes
- bayesian framework
- bayesian inference
- model selection
- bayesian nonparametric
- state space
- latent variables
- approximate inference
- variational methods
- hyperparameters
- posterior distribution
- probabilistic model
- regression model
- latent dirichlet allocation
- closed form
- probabilistic graphical models
- topic models
- semi supervised
- mixture model
- image processing
- cross validation
- exponential family
- exact inference
- generative model
- support vector
- feature selection