An exact solver for the Weston-Watkins SVM subproblem.
Yutong WangClayton ScottPublished in: ICML (2021)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm solvers
- svm classifier
- feature vectors
- dynamic programming
- knn
- multi class
- classification algorithm
- svm classification
- feature selection
- classification method
- kernel function
- multi class classification
- training data
- k nearest neighbor
- ls svm
- machine learning
- text classifiers
- search algorithm
- cost sensitive
- training set
- pattern recognition
- hyperplane
- generalization ability
- exact solution
- maximum margin
- lower bound
- feature space