Computing D-Stationary Points of ρ-Margin Loss SVM.
Lai TianAnthony Man-Cho SoPublished in: AISTATS (2022)
Keyphrases
- support vector
- stationary points
- hinge loss
- maximum margin
- support vector machine svm
- objective function
- loss function
- support vector machine
- fixed point
- soft margin
- constrained optimization
- training set
- svm classifier
- convergence analysis
- feature selection
- knn
- machine learning
- polynomial equations
- quadratic programming
- ls svm
- support vectors
- markov networks
- mathematical programming
- hyperplane
- convex optimization
- kernel methods
- data points
- training data