Consistent second-order discrete kernel smoothing using dispersed Conway-Maxwell-Poisson kernels.
Alan HuangLucas SippelThomas FungPublished in: Comput. Stat. (2022)
Keyphrases
- gaussian process
- reproducing kernel hilbert space
- gaussian processes
- poisson process
- gaussian kernel
- kernel function
- kernel parameters
- linear scale space theory
- gaussian kernels
- graph kernels
- kernel methods
- kernel matrices
- translation invariant
- pilot study
- positive definite
- feature space
- kernel machines
- higher order
- diffusion equation
- scale space
- multiple kernel
- rbf kernel
- polynomial kernels
- finite number
- dot product
- multiple kernel learning
- kernel learning
- support vector
- gram matrix
- support vector machine
- feature maps
- difference equations
- loss function
- positive semidefinite
- string kernels
- metric learning
- optimal kernel
- fisher kernel
- convolution kernel
- histogram intersection kernel
- kernel matrix