Keyphrases
- finite sample
- high dimensional
- nearest neighbor
- sample size
- statistical learning theory
- uniform convergence
- error bounds
- low dimensional
- dimensionality reduction
- high dimensional data
- parzen window
- data points
- similarity search
- model selection
- metric space
- statistical learning
- sufficient conditions
- generalization error
- large deviations
- objective function
- learning rate
- input space
- manifold learning
- kernel function
- mutual information
- support vector machine