Analytic center cutting plane method for multiple kernel learning.
Sharon WulffCheng Soon OngPublished in: Ann. Math. Artif. Intell. (2013)
Keyphrases
- multiple kernel learning
- cutting plane method
- analytic center
- primal dual
- semidefinite
- interior point methods
- convex relaxation
- cutting plane
- extreme points
- linear combination
- linear programming
- convex optimization
- version space
- semi supervised learning
- kernel function
- linear programming relaxation
- semidefinite programming
- maximum margin
- feature selection
- kernel methods
- learning problems
- interior point
- linear program
- binary classification
- convergence rate
- machine learning
- variational inequalities
- multiple features
- multi task
- special case
- objective function
- approximation algorithms
- integer programming
- learning models
- support vectors
- support vector machine
- training data
- column generation