SpicyMKL: a fast algorithm for Multiple Kernel Learning with thousands of kernels.
Taiji SuzukiRyota TomiokaPublished in: Mach. Learn. (2011)
Keyphrases
- multiple kernel learning
- linear combination
- kernel learning
- multiple kernel
- kernel function
- kernel methods
- learning problems
- semi supervised learning
- binary classification
- feature selection
- multi task
- classification accuracy
- sparse kernel
- multiple features
- multi class
- support vector machine
- prior knowledge
- reinforcement learning
- data mining