Bayesian inference for time-varying applications: Particle-based Gaussian process approaches.
Yali WangBrahim Chaib-draaPublished in: Neurocomputing (2017)
Keyphrases
- bayesian inference
- gaussian process
- hyperparameters
- expectation propagation
- variational inference
- gaussian processes
- bayesian methods
- prior information
- gaussian process regression
- bayesian model
- variational bayes
- regression model
- probabilistic model
- model selection
- approximate inference
- support vector
- bayesian framework
- noise level
- maximum likelihood
- latent variables
- semi supervised
- image segmentation
- gaussian process models