Generating Empirically Optimized Composed Matrix Kernels from MATLAB Prototypes.
Boyana NorrisAlbert HartonoElizabeth R. JessupJeremy G. SiekPublished in: ICCS (1) (2009)
Keyphrases
- positive definite
- positive semidefinite
- matrix valued
- kernel matrices
- kernel function
- kernel methods
- image processing
- gram matrix
- multiple kernel learning
- positive semi definite
- linear algebra
- covariance matrix
- training set
- training data
- genetic algorithm
- metric learning
- kernel matrix
- neural network
- generation process
- linear combination
- matrix representation
- weight matrix
- coefficient matrix
- high dimensional
- pairwise
- dot product