Markovian Gaussian Process Variational Autoencoders.
Harrison ZhuCarles Balsells RodasYingzhen LiPublished in: ICML (2023)
Keyphrases
- gaussian process
- gaussian processes
- denoising
- approximate inference
- regression model
- gaussian process regression
- model selection
- hyperparameters
- semi supervised
- bayesian framework
- free energy
- sparse approximations
- image segmentation
- gaussian process models
- variational methods
- latent variables
- gaussian process classification
- marginal likelihood
- covariance function
- expectation propagation
- closed form
- sparse representation
- em algorithm
- pairwise
- data sets