Streaming Complexity of SVMs.
Alexandr AndoniCollin BurnsYi LiSepideh MahabadiDavid P. WoodruffPublished in: APPROX-RANDOM (2020)
Keyphrases
- support vector
- real time
- feature selection
- pattern recognition
- machine learning
- support vectors
- video streaming
- streaming data
- radial basis function
- kernel function
- support vector machine svm
- training data
- computational cost
- feature vectors
- svm classifier
- feature space
- hyperplane
- generalization ability
- computational complexity
- decision trees
- linear svm
- real time streaming