Nonlinear latent variable regression.
Muddu MadakyaruMohamed N. NounouHazem N. NounouPublished in: CICA (2013)
Keyphrases
- latent variables
- probabilistic model
- simple linear
- locally linear
- latent variable models
- random variables
- nonlinear regression
- hierarchical model
- gaussian process
- regression model
- real valued
- linear regression
- prior knowledge
- gaussian processes
- nonlinear functions
- support vector regression
- topic models
- hidden variables
- support vector
- probabilistic latent semantic analysis
- databases
- latent structure
- observed variables
- structured prediction
- generative model
- regression algorithm
- graphical models
- high dimensional
- training data
- learning algorithm