Automated Variational Inference for Gaussian Process Models.
Trung V. NguyenEdwin V. BonillaPublished in: NIPS (2014)
Keyphrases
- variational inference
- gaussian process
- gaussian process models
- gaussian processes
- bayesian inference
- regression model
- hyperparameters
- approximate inference
- bayesian framework
- model selection
- semi supervised
- probabilistic graphical models
- variational methods
- latent variables
- closed form
- topic models
- latent dirichlet allocation
- mixture model
- probabilistic model
- posterior distribution
- prior knowledge
- support vector
- machine learning
- video sequences