Unconstrained optimization in projection method for indefinite SVMs.
Hao JiangWai-Ki ChingYushan QiuXiaoqing ChengPublished in: BIBM (2016)
Keyphrases
- projection method
- unconstrained optimization
- constrained optimization
- support vector
- optimization methods
- nonlinear optimization
- trust region
- search methods
- objective function
- penalty function
- gradient method
- support vector machine svm
- feature selection
- kernel function
- support vector machine
- hyperplane
- svm classifier
- feature space
- kernel methods
- knn
- support vectors
- optimization problems
- line search
- closed form solutions
- optimization method
- optimization algorithm
- genetic programming
- text categorization
- training set
- mean shift
- search algorithm
- neural network