Training Support Vector Machines using Frank-Wolfe Optimization Methods.
Emanuele FrandiRicardo ÑanculefMaria Grazia GasparoStefano LodiClaudio SartoriPublished in: Int. J. Pattern Recognit. Artif. Intell. (2013)
Keyphrases
- optimization methods
- training support vector machines
- decomposition methods
- optimization method
- global convergence
- optimization problems
- line search
- simulated annealing
- stochastic methods
- support vector machine
- optimization approaches
- bayesian network models
- unconstrained optimization
- evolutionary algorithm
- particle swarm
- continuous optimization
- efficient optimization
- trust region
- optimization algorithm
- objective function
- genetic algorithm
- gradient method
- database
- global optimum
- support vector