A class of smooth semi-supervised SVM by difference of convex functions programming and algorithm.
Liming YangLaisheng WangPublished in: Knowl. Based Syst. (2013)
Keyphrases
- convex functions
- support vector machine svm
- multi class classification
- dynamic programming
- learning algorithm
- semi supervised
- dc programming
- objective function
- optimal solution
- probabilistic model
- piecewise linear
- linear program
- computational complexity
- similarity measure
- training data
- support vector machine
- expectation maximization
- linear programming
- convex hull
- knapsack problem
- data points
- support vectors
- primal dual
- pairwise
- np hard
- active learning