Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics.
Mu NiuZhenwen DaiPokman CheungYizhu WangPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- gaussian process
- gaussian processes
- bayesian framework
- gaussian process regression
- latent space
- latent variables
- model selection
- gaussian process classification
- approximate inference
- regression model
- semi supervised
- probabilistic model
- hyperparameters
- gaussian process models
- generative model
- bayesian networks
- expectation propagation
- sparse approximations
- similarity measure
- covariance function
- low dimensional
- upper bound
- high dimensional data
- prior knowledge
- data sets