Sparse Kernel SVMs via Cutting-Plane Training.
Thorsten JoachimsChun-Nam John YuPublished in: ECML/PKDD (1) (2009)
Keyphrases
- sparse kernel
- cutting plane
- structural svms
- integer programming
- lower bound
- column generation
- knapsack problem
- mixed integer
- large margin classifiers
- support vector machine
- multiple kernel learning
- integer program
- training examples
- pattern classification
- training process
- support vector
- sample size
- decision trees
- semi supervised
- training algorithm
- pairwise
- training set
- objective function