Convergence rate of structural risk minimization principle on quasi-probability space.
Yun-Chao BaiPeng WangPublished in: ICMLC (2010)
Keyphrases
- convergence rate
- structural risk minimization
- empirical risk minimization
- support vector
- step size
- convergence speed
- learning rate
- support vector regression
- support vector machine
- primal dual
- gradient method
- search space
- upper bound
- numerical stability
- euclidean space
- input space
- low dimensional
- faster convergence rate