Regularized nonsmooth Newton method for multi-class support vector machines.
Ping ZhongMasao FukushimaPublished in: Optim. Methods Softw. (2007)
Keyphrases
- newton method
- multi class support vector machines
- regularized least squares
- multi class support vector machine
- quasi newton
- superlinear convergence
- globally convergent
- convergence analysis
- multi class classification
- sparse representation
- linear equations
- support vector machine
- variational inequalities
- optimality conditions
- reproducing kernel hilbert space
- quadratic programming
- nonnegative matrix factorization
- regularization term
- pairwise
- data sets
- loss function
- least squares
- machine learning