Bayesian learning using Gaussian process for gas identification.
Amine BermakSofiane Brahim-BelhouariPublished in: IEEE Trans. Instrum. Meas. (2006)
Keyphrases
- bayesian learning
- gaussian process
- model selection
- hyperparameters
- posterior distribution
- gaussian processes
- regression model
- cross validation
- bayesian framework
- latent variables
- approximate inference
- expectation propagation
- variational bayes
- sample size
- parameter estimation
- semi supervised
- marginal likelihood
- feature selection
- machine learning
- bayesian inference
- latent space
- least squares
- prior knowledge
- noisy images