Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation.
Nick TaubertMartin A. GiesePublished in: ICANN (3) (2021)
Keyphrases
- gaussian process
- gaussian processes
- expectation propagation
- latent variables
- latent space
- approximate inference
- covariance function
- probabilistic model
- posterior distribution
- regression model
- bayesian methods
- bayesian framework
- model selection
- variational bayes
- topic models
- hyperparameters
- prior knowledge
- random variables
- bayesian inference
- higher order
- data points