Universality, Characteristic Kernels and RKHS Embedding of Measures.
Bharath K. SriperumbudurKenji FukumizuGert R. G. LanckrietPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- kernel function
- reproducing kernel
- special case
- vector space
- gaussian kernels
- loss function
- cellular automata
- euclidean space
- support vector
- representer theorem
- gaussian processes
- positive definite
- multiple kernel learning
- data dependent
- real valued
- feature extraction
- gaussian kernel
- domain adaptation
- nonlinear dimensionality reduction
- machine learning
- positive definite kernels