Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes.
Ba-Hien TranBabak ShahbabaStephan MandtMaurizio FilipponePublished in: ICML (2023)
Keyphrases
- gaussian process
- fully bayesian
- gaussian processes
- covariance function
- latent variables
- gaussian process regression
- approximate inference
- denoising
- bayesian framework
- probabilistic model
- hyperparameters
- model selection
- regression model
- posterior distribution
- semi supervised
- high dimensional
- random variables
- maximum likelihood
- generative model
- graph cuts
- prior knowledge
- parameter estimation