Accelerate SVM Training with OHD-SVM on GPU.
Chao-Chin WuDe-Xang WangLien Fu LaiPublished in: BigData (2023)
Keyphrases
- svm training
- generalization ability
- support vector machine
- support vectors
- svm classification
- kernel methods
- standard svm
- stochastic gradient descent
- support vector
- support vector machine svm
- decomposition method
- training procedure
- imbalanced data
- learning algorithm
- feature selection
- training algorithm
- bp neural network
- semidefinite programming
- loss function
- kernel function
- semi supervised
- multi class
- feature vectors
- machine learning