Non-interior-point smoothing Newton method for CP revisited and its application to support vector machines.
Tie NiPublished in: J. Appl. Math. Comput. (2020)
Keyphrases
- newton method
- support vector
- interior point methods
- quadratic programming
- linear svm
- nonnegative matrix factorization
- variational inequalities
- linear programming
- convergence analysis
- primal dual
- support vector machine
- ls svm
- semidefinite programming
- feature selection
- constraint programming
- hyperplane
- optimality conditions
- kernel methods
- kernel function
- convex optimization
- matrix factorization
- support vectors
- generalization ability
- linear program
- cross validation
- global convergence
- loss function
- pairwise
- negative matrix factorization
- svm classifier