Novel Frank-Wolfe Methods for SVM Learning
Héctor AllendeEmanuele FrandiRicardo ÑanculefClaudio SartoriPublished in: CoRR (2013)
Keyphrases
- significant improvement
- learning process
- learning algorithm
- classification and regression problems
- classification method
- learning systems
- knn
- support vector
- reinforcement learning
- training data
- support vector machine
- multi class
- empirical studies
- k nearest neighbor
- support vector machine svm
- stochastic gradient descent
- hybrid method
- learned models
- svm classification
- statistical learning theory
- data sets