On the relation between universality, characteristic kernels and RKHS embedding of measures.
Bharath K. SriperumbudurKenji FukumizuGert R. G. LanckrietPublished in: AISTATS (2010)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- reproducing kernel
- loss function
- kernel function
- cellular automata
- gaussian kernel
- pairwise
- positive definite kernels
- hilbert space
- data dependent
- euclidean space
- vector space
- kernel matrix
- real valued
- learning problems
- generative model
- distance measure
- knn
- machine learning