Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data.
Yarin GalYutian ChenZoubin GhahramaniPublished in: ICML (2015)
Keyphrases
- gaussian processes
- categorical data
- gaussian process
- cluster analysis
- numerical data
- gaussian process regression
- latent variables
- covariance function
- regression model
- gaussian process models
- attribute values
- multi task
- hierarchical latent class models
- random variables
- hyperparameters
- semi supervised
- computer vision
- model selection
- probability distribution
- active learning
- high dimensional
- clustering algorithm