Accurate Probabilistic Error Bound for Eigenvalues of Kernel Matrix.
Lei JiaShizhong LiaoPublished in: ACML (2009)
Keyphrases
- kernel matrix
- error bounds
- kernel methods
- low rank
- kernel function
- feature space
- theoretical analysis
- kernel learning
- metric learning
- worst case
- eigendecomposition
- input space
- reproducing kernel hilbert space
- model selection
- training samples
- probabilistic model
- support vectors
- ls svm
- convex optimization
- support vector machine
- linear combination
- np hard
- similarity measure
- generative model