Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces.
Stefan KlusIngmar SchusterKrikamol MuandetPublished in: CoRR (2017)
Keyphrases
- reproducing kernel hilbert space
- gaussian kernels
- reproducing kernel
- kernel methods
- covering numbers
- uniform convergence
- loss function
- kernel function
- data dependent
- learning problems
- special case
- learning theory
- real valued
- representer theorem
- distance measure
- euclidean space
- knowledge transfer
- domain adaptation
- hilbert space
- density estimation
- gaussian process
- cross domain
- transfer learning
- linear model
- kernel matrix
- reinforcement learning