Sparse kernel SVMs via cutting-plane training.
Thorsten JoachimsChun-Nam John YuPublished in: Mach. Learn. (2009)
Keyphrases
- sparse kernel
- cutting plane
- structural svms
- integer programming
- training set
- large margin classifiers
- column generation
- lower bound
- support vector machine
- supervised learning
- knapsack problem
- training algorithm
- integer program
- multiple kernel learning
- support vector
- mixed integer
- training process
- pattern classification
- upper bound
- training data