Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes.

Ba-Hien Tran Babak Shahbaba Stephan Mandt Maurizio Filippone

Published 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