Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines
Masayuki KarasuyamaNaoyuki HaradaMasashi SugiyamaIchiro TakeuchiPublished in: CoRR (2010)
Keyphrases
- solution path
- learning algorithm
- support vector
- support vector classification
- optimal solution
- cost function
- optimization algorithm
- objective function
- probabilistic model
- linear programming
- loss function
- closed form
- super resolution
- support vector regression
- prior information
- kernel methods
- particle swarm optimization
- support vector machine
- feature selection