Reproducing kernel Hilbert C*-module and kernel mean embeddings.
Yuka HashimotoIsao IshikawaMasahiro IkedaFuyuta KomuraTakeshi KatsuraYoshinobu KawaharaPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- reproducing kernel
- hilbert space
- reproducing kernel hilbert space
- von neumann
- kernel methods
- euclidean space
- infinite dimensional
- finite dimensional
- kernel function
- multivariate time series
- scale spaces
- continuous functions
- feature maps
- convex sets
- kernel matrix
- loss function
- distance measure
- vector space
- kernel principal component analysis
- learning algorithm
- kullback leibler divergence
- riemannian manifolds
- density estimation
- input space
- metric space
- support vector machine