A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors.
Yichi ZhangSiyu TaoWei ChenDaniel W. ApleyPublished in: CoRR (2018)
Keyphrases
- gaussian process
- qualitative and quantitative
- latent variables
- gaussian processes
- gaussian process models
- probabilistic model
- approximate inference
- gaussian process regression
- regression model
- posterior distribution
- bayesian framework
- random variables
- covariance function
- model selection
- hyperparameters
- semi supervised
- latent variable models
- prior knowledge
- qualitative information
- latent space
- topic models
- generative model
- hidden variables
- decision trees
- graphical models
- incremental learning
- pairwise
- data mining