New smoothing SVM algorithm with tight error bound and efficient reduced techniques.
Shuisheng ZhouJiangtao CuiFeng YeHongwei LiuQiang ZhuPublished in: Comput. Optim. Appl. (2013)
Keyphrases
- error bounds
- worst case
- learning algorithm
- theoretical analysis
- support vector machine svm
- computationally efficient
- optimal solution
- k means
- classification algorithm
- detection algorithm
- computational complexity
- lower bound
- np hard
- upper bound
- smoothing algorithm
- support vectors
- knn
- probabilistic model
- high dimensional
- objective function