-Subspace Sketch Problem in Small Dimensions with Applications to Support Vector Machines.
Yi LiHonghao LinDavid P. WoodruffPublished in: CoRR (2022)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- neural network
- kernel function
- subspace clusters
- lower dimensional
- cross validation
- high dimensional data
- low dimensional
- small number
- support vector machine
- feature space
- dimensionality reduction
- principal component analysis
- generalization ability
- ls svm
- multi class classification
- data analysis
- linear subspace
- feature extraction
- feature selection