Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming.
Haiming XuHui XueXiaohong ChenYunyun WangPublished in: AAAI (2017)
Keyphrases
- convex functions
- dc programming
- support vector machine
- exact penalty
- convex programming
- kernel function
- kernel methods
- support vector
- objective function
- linear program
- convex programs
- primal dual
- linear programming problems
- feature space
- quasiconvex
- convex sets
- support vector regression
- piecewise linear
- svm classifier
- machine learning
- integer program
- feature selection
- column generation
- image processing
- special case
- support vector machine svm
- lower bound
- np hard