Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces.
Stefan KlusIngmar SchusterKrikamol MuandetPublished in: J. Nonlinear Sci. (2020)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- loss function
- kernel methods
- uniform convergence
- covering numbers
- learning theory
- kernel function
- data dependent
- euclidean space
- density estimation
- representer theorem
- special case
- cross domain
- distance measure
- real valued
- gaussian process
- learning problems
- knowledge transfer
- transfer learning
- domain adaptation
- kernel matrix
- feature space
- vector space
- linear model
- learning rate
- machine learning
- least squares
- probabilistic model
- training set
- similarity measure