Variational nearest neighbor Gaussian process.
Luhuan WuGeoff PleissJohn P. CunninghamPublished in: ICML (2022)
Keyphrases
- gaussian process
- nearest neighbor
- gaussian processes
- approximate inference
- knn
- regression model
- variational methods
- gaussian process regression
- bayesian framework
- image segmentation
- training set
- high dimensional
- model selection
- latent variables
- semi supervised
- hyperparameters
- high dimensional data
- gaussian process classification
- free energy
- data points
- covariance function
- sparse approximations
- marginal likelihood
- expectation propagation
- clustering algorithm
- cross validation