A unifying view for the mixture model of sparse Gaussian processes.
Yurong XieDi WuZhe QiangPublished in: Inf. Sci. (2024)
Keyphrases
- mixture model
- gaussian processes
- covariance function
- hyperparameters
- em algorithm
- gaussian process
- dirichlet process
- model selection
- probabilistic model
- gaussian process regression
- gaussian mixture model
- generative model
- multi task learning
- density estimation
- maximum likelihood
- expectation maximization
- unsupervised learning
- sparse representation
- multi task
- latent variables
- non stationary
- bayesian methods
- language model
- high dimensional
- sparse matrix
- cross validation
- computer vision
- graphical models
- pairwise