Proximal operator and optimality conditions for ramp loss SVM.
Huajun WangYuan-Hai ShaoNaihua XiuPublished in: Optim. Lett. (2022)
Keyphrases
- optimality conditions
- support vector machine svm
- support vector
- nonlinear programming
- karush kuhn tucker
- nonlinear programming problems
- support vector machine
- lower level
- semi infinite programming
- bilevel programming
- knn
- training data
- svm classifier
- feature selection
- support vectors
- hyperplane
- sample size
- maximum margin
- kernel function
- machine learning
- higher level
- linear programming
- semi supervised
- np hard
- training set
- feature extraction