Monotonic Gaussian Process Flows.
Ivan UstyuzhaninovIeva KazlauskaiteCarl Henrik EkNeill D. F. CampbellPublished in: AISTATS (2020)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- bayesian framework
- approximate inference
- model selection
- covariance function
- semi supervised
- dynamical model
- hyperparameters
- gaussian process classification
- latent variables
- expectation propagation
- sparse approximations
- marginal likelihood
- image processing
- fully bayesian
- data sets
- closed form
- cross validation
- maximum likelihood
- face recognition
- image segmentation