Fast Optimal Bandwidth Selection for RBF Kernel using Reproducing Kernel Hilbert Space Operators for Kernel Based Classifiers.
Bharath Bhushan DamodaranPublished in: CoRR (2018)
Keyphrases
- rbf kernel
- reproducing kernel hilbert space
- kernel methods
- kernel function
- loss function
- special case
- positive definite
- euclidean space
- learning theory
- support vector
- distance measure
- radial basis function
- domain adaptation
- density estimation
- input space
- data dependent
- real valued
- support vector machine
- gaussian process
- kernel machines
- kernel matrix
- learning problems
- least squares
- linear model
- svm classifier
- feature space
- decision trees
- pattern recognition
- metric learning
- support vector machine svm
- regression model
- feature selection