Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data.
Khalil ElkhalilAbla KammounXiangliang ZhangMohamed-Slim AlouiniTareq Y. Al-NaffouriPublished in: IEEE Trans. Signal Process. (2020)
Keyphrases
- dimensional data
- kernel ridge regression
- multi dimensional
- high dimensional data
- gradient boosting
- parameter selection
- kernel methods
- data points
- data sets
- high dimensional
- sparse representation
- dimensionality reduction
- r tree
- indexing structure
- kernel matrices
- pattern recognition
- computer vision
- database
- kernel matrix
- databases
- face recognition