L2-stability of hinging hyperplane models via integral quadratic constraints.
Gianni BianchiniSimone PaolettiAntonio VicinoPublished in: CDC (2008)
Keyphrases
- hyperplane
- data points
- training samples
- support vector
- decision boundary
- feature space
- incremental learning algorithm
- linear classifiers
- maximum margin
- maximal margin
- principal components
- svm classifier
- prior knowledge
- classification procedure
- principal component analysis
- support vector machine
- linearly separable
- locality sensitive
- high dimensional data
- input space
- data sets
- kernel function
- small number
- pairwise
- video sequences