On the proliferation of support vectors in high dimensions.
Daniel HsuVidya MuthukumarJi XuPublished in: AISTATS (2021)
Keyphrases
- high dimensions
- support vectors
- high dimensional data
- support vector
- input space
- high dimensional
- kernel function
- training samples
- hyperplane
- support vector machine
- svm classifier
- training data
- training dataset
- data points
- training examples
- decision functions
- poor quality
- training process
- high dimensional spaces
- nearest neighbor
- feature space
- low dimensional
- dimensionality reduction
- data analysis
- data sets
- high dimensionality
- high quality
- similarity measure