A generic algebraic kernel for non-linear geometric applications.
Eric BerberichMichael HemmerMichael KerberPublished in: SCG (2011)
Keyphrases
- kernel trick
- kernel function
- algebraic curves
- geometric structure
- kernel methods
- feature space
- dimensionality reduction
- domain specific
- positive definite
- kernel matrix
- geometric constraints
- input space
- higher order
- least squares
- generic model
- mutual subspace method
- kernel machines
- semi parametric
- algebraic geometry
- data sets
- kernel density estimation
- kernel pca
- kernel learning
- geometric information
- maximum margin
- special case
- high level
- neural network