A GPU-Architecture Optimized Hierarchical Decomposition Algorithm for Support Vector Machine Training.
Jan VanekJosef MichalekJosef PsutkaPublished in: IEEE Trans. Parallel Distributed Syst. (2017)
Keyphrases
- decomposition algorithm
- support vector machine
- training set
- decomposition method
- real time
- working set
- hierarchical architecture
- heterogeneous computing
- svm training
- multi class
- training process
- graphic processing unit
- kernel function
- machine learning
- graphics hardware
- training procedure
- training examples
- training samples
- kernel methods
- svm classifier
- equality constraints
- feature vectors