Semi-Definite Programming by Perceptron Learning.
Thore GraepelRalf HerbrichAndriy KharechkoJohn Shawe-TaylorPublished in: NIPS (2003)
Keyphrases
- semi definite programming
- perceptron learning
- convex optimization
- kernel matrix
- trust region
- linear programming
- metric learning
- kernel learning
- semidefinite
- pairwise constraints
- generalization error
- semi supervised learning
- semidefinite programming
- neural network
- convex relaxation
- semi supervised
- low rank
- maximum margin
- optimization methods
- combinatorial optimization
- unlabeled data
- pairwise