Multiplicative Updates for Nonnegative Quadratic Programming in Support Vector Machines.
Fei ShaLawrence K. SaulDaniel D. LeePublished in: NIPS (2002)
Keyphrases
- quadratic programming
- support vector
- linear programming
- support vector machine
- sequential minimal optimization
- large margin classifiers
- ls svm
- generalization ability
- least squares
- kernel function
- radial basis function
- svm classifier
- hyperplane
- dynamic programming
- feature selection
- objective function
- nonnegative matrix factorization
- optimal solution
- prediction model
- feature extraction
- np hard
- optical flow
- data mining
- neural network