Relative Error RKHS Embeddings for Gaussian Kernels.
Jeff M. PhillipsWai Ming TaiPublished in: CoRR (2018)
Keyphrases
- relative error
- gaussian kernels
- reproducing kernel hilbert space
- euclidean space
- distance measure
- vector space
- loss function
- original data
- kernel methods
- low dimensional
- kernel function
- gaussian kernel
- shape analysis
- special case
- learning theory
- euclidean distance
- metric space
- data dependent
- domain adaptation
- data points
- dimensionality reduction
- real valued
- learning problems
- random projections
- density estimation
- gaussian process
- high dimensional data
- data sets
- pairwise
- kernel matrix
- similarity measure
- feature selection
- support vector
- high dimensional
- image data