Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes.
Ba-Hien TranBabak ShahbabaStephan MandtMaurizio FilipponePublished in: CoRR (2023)
Keyphrases
- gaussian process
- fully bayesian
- gaussian processes
- covariance function
- latent variables
- gaussian process regression
- approximate inference
- regression model
- denoising
- posterior distribution
- model selection
- probabilistic model
- hyperparameters
- semi supervised
- bayesian framework
- random variables
- maximum likelihood
- topic models
- prior knowledge
- cross validation
- bayesian inference
- learning algorithm
- sparse representation
- generative model
- high dimensional
- support vector