A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors.
Yichi ZhangSiyu TaoWei ChenDaniel W. ApleyPublished in: Technometrics (2020)
Keyphrases
- gaussian process
- qualitative and quantitative
- latent variables
- gaussian processes
- gaussian process models
- gaussian process regression
- probabilistic model
- regression model
- bayesian framework
- approximate inference
- latent variable models
- prior knowledge
- random variables
- qualitative information
- model selection
- posterior distribution
- hyperparameters
- covariance function
- expectation propagation
- semi supervised
- latent space
- topic models
- non stationary
- graphical models
- principal component analysis
- parameter space
- image reconstruction
- bayesian networks