A Fast Parallel Optimization for Training Support Vector Machine.
Jian-xiong DongAdam KrzyzakChing Y. SuenPublished in: MLDM (2003)
Keyphrases
- support vector machine
- training algorithm
- training set
- global optimization
- multi class
- training procedure
- optimization algorithm
- optimization methods
- svm classifier
- training process
- training examples
- optimization problems
- data sets
- constrained optimization
- k nearest neighbor
- training phase
- training data
- decision trees
- stochastic gradient descent
- optimization method
- parallel implementation
- small sample
- parallel processing
- kernel methods
- supervised learning
- feature space
- support vector
- optimization process
- test set
- kernel function
- shared memory
- simulated annealing
- optimization procedure
- feedforward neural networks
- distributed memory
- machine learning