Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces.
Isao IshikawaYuka HashimotoMasahiro IkedaYoshinobu KawaharaPublished in: CoRR (2024)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- uniform convergence
- loss function
- kernel function
- kernel methods
- euclidean space
- covering numbers
- learning theory
- density estimation
- data dependent
- gaussian process
- real valued
- special case
- input space
- distance measure
- representer theorem
- hilbert space
- learning problems
- kernel matrix
- high dimensional
- linear model