Direct convex relaxations of sparse SVM.
Antoni B. ChanNuno VasconcelosGert R. G. LanckrietPublished in: ICML (2007)
Keyphrases
- convex relaxation
- multiple kernel learning
- support vector
- support vector machine svm
- support vector machine
- convex optimization
- knn
- multi label
- globally optimal
- multistage
- feature selection
- optimization methods
- svm classifier
- kernel function
- machine learning
- linear combination
- binary classification
- high dimensional
- efficient optimization
- hyperplane
- support vectors
- loss function
- kernel methods
- k nearest neighbor
- feature set
- multi class