Convolutional kernel networks based on a convex combination of cosine kernels.
Mohammad Reza Mohammadnia-QaraeiReza MonsefiKamaledin Ghiasi-ShiraziPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- kernel function
- kernel methods
- multiple kernel learning
- kernel learning
- positive definite
- string kernels
- feature space
- polynomial kernels
- gaussian kernel
- multiple kernel
- reproducing kernel hilbert space
- support vector
- convolution kernel
- kernel machines
- dot product
- kernel matrices
- gaussian kernels
- kernel parameters
- euclidean distance
- gram matrix
- tree kernels
- linear combination
- social networks
- rbf kernel
- optimal kernel
- positive semidefinite
- svm classification
- input space
- protein classification
- kernel ridge regression
- support vector machine
- additive models
- kernel fisher discriminant analysis
- graph kernels
- fisher kernel
- histogram intersection
- kernel trick
- kernel principal component analysis
- feature maps
- network architecture
- sparse coding
- similarity function
- network structure
- basis functions
- probabilistic model
- feature vectors
- similarity measure