Generative classification model for categorical data based on latent Gaussian process.
Fengmao LvGuowu YangWilliam ZhuChuan LiuPublished in: Pattern Recognit. Lett. (2017)
Keyphrases
- categorical data
- gaussian process
- latent variables
- latent space
- generative model
- probabilistic model
- cluster analysis
- gaussian processes
- numerical data
- bayesian framework
- approximate inference
- regression model
- posterior distribution
- gaussian process regression
- random variables
- topic models
- unsupervised learning
- semi supervised
- model selection
- hyperparameters
- gaussian process models
- hidden variables
- attribute values
- hierarchical latent class models
- prior knowledge
- computer vision
- information retrieval
- machine learning
- data mining
- latent class models
- data sets