Persistence of Excitation in Reproducing Kernel Hilbert Spaces, Positive Limit Sets, and Smooth Manifolds.
Andrew J. KurdilaJia GuoSai Tej ParuchuriParag BobadePublished in: CoRR (2019)
Keyphrases
- reproducing kernel hilbert space
- euclidean space
- gaussian kernels
- uniform convergence
- riemannian manifolds
- reproducing kernel
- loss function
- covering numbers
- kernel methods
- distance measure
- kernel function
- real valued
- learning theory
- special case
- machine learning
- gaussian process
- domain adaptation
- low dimensional
- density estimation
- shape analysis
- metric space
- finite dimensional
- high dimensional
- representer theorem
- pairwise