Hyper-Parameter Tuning for Graph Kernels via Multiple Kernel Learning.
Carlo M. MassimoNicolò NavarinAlessandro SperdutiPublished in: ICONIP (2) (2016)
Keyphrases
- parameter tuning
- multiple kernel learning
- graph kernels
- kernel methods
- kernel machines
- kernel function
- learning problems
- kernel learning
- support vector
- linear combination
- semi supervised learning
- support vector machine
- feature space
- machine learning
- parameter settings
- kernel matrix
- multi task
- gaussian processes
- learning tasks
- data sets
- data representation
- support vectors
- neural network
- reinforcement learning
- learning models
- input space
- machine learning algorithms