Global convergence analysis of decomposition methods for support vector machines.
Norikazu TakahashiTetsuo NishiPublished in: ISCAS (5) (2004)
Keyphrases
- convergence analysis
- decomposition methods
- support vector
- working set
- global convergence
- decomposition method
- support vector machine
- training support vector machines
- database theory
- convergence rate
- constraint satisfaction problems
- approximation methods
- optimality conditions
- hypertree decomposition
- kernel function
- feature selection
- neural network
- np complete
- learning algorithm