Multi-parametric solution-path algorithm for instance-weighted support vector machines.
Masayuki KarasuyamaNaoyuki HaradaMasashi SugiyamaIchiro TakeuchiPublished in: Mach. Learn. (2012)
Keyphrases
- solution path
- support vector
- objective function
- optimal solution
- k means
- optimization algorithm
- np hard
- support vector machine svm
- support vector classification
- learning algorithm
- convergence rate
- probabilistic model
- dynamic programming
- simulated annealing
- support vector machine
- loss function
- svm classifier
- closed form
- convex hull
- global optima
- cost function