A fast revised simplex method for SVM training.
Christopher SentelleGeorgios C. AnagnostopoulosMichael GeorgiopoulosPublished in: ICPR (2008)
Keyphrases
- simplex method
- svm training
- linear programming
- linear program
- generalization ability
- linear fractional
- support vector machine
- svm classification
- kernel methods
- convergence rate
- column generation
- support vectors
- training procedure
- primal dual
- imbalanced data
- stochastic gradient descent
- interior point methods
- support vector
- neural network
- training algorithm
- learning algorithm