Spectral Broadening of Gaussian Process in Optical Fibre and Implication on the Spectral Efficiency.
Xianhe YangzhangVahid ArefDomaniç LaveryPolina BayvelPublished in: ECOC (2018)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- approximate inference
- bayesian framework
- hyperparameters
- model selection
- covariance function
- expectation propagation
- latent variables
- gaussian process classification
- gaussian process models
- dynamical model
- semi supervised
- sparse approximations
- maximum likelihood
- marginal likelihood
- closed form
- dimensionality reduction
- co occurrence
- pairwise
- machine learning