-Subspace Sketch Problem in Small Dimensions with Applications to Support Vector Machines.
Yi LiHonghao LinDavid P. WoodruffPublished in: SODA (2023)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- cross validation
- neural network
- classification accuracy
- subspace projections
- principal components analysis
- generalization ability
- logistic regression
- dimensionality reduction
- small number
- support vector machine
- feature space
- kernel function
- svm classifier
- linear combination
- low dimensional
- binary classification
- linear subspace