Sequential Construction and Dimension Reduction of Gaussian Processes Under Inequality Constraints.
François BachocAndrés F. López-LoperaOlivier RoustantPublished in: SIAM J. Math. Data Sci. (2022)
Keyphrases
- dimension reduction
- gaussian processes
- inequality constraints
- gaussian process
- principal component analysis
- feature extraction
- high dimensional
- low dimensional
- high dimensional data
- feature space
- cluster analysis
- singular value decomposition
- linear discriminant analysis
- variable selection
- unsupervised learning
- high dimensionality
- multi task
- feature selection
- hyperparameters
- incremental learning
- semi supervised
- least squares
- object recognition
- nearest neighbor