Newton Method-based Subspace Support Vector Data Description.
Fahad SohrabFiras LaakomMoncef GabboujPublished in: CoRR (2023)
Keyphrases
- newton method
- support vector data description
- novelty detection
- convergence analysis
- linear equations
- kernel function
- variational inequalities
- low dimensional
- linear svm
- support vectors
- density estimation
- feature space
- regularized least squares
- nonnegative matrix factorization
- principal component analysis
- outlier detection
- high dimensional data
- dimensionality reduction
- knowledge discovery
- high dimensional
- input space
- generalization ability
- principal components
- feature vectors
- feature extraction