On the Inclusion Relation of Reproducing Kernel Hilbert Spaces
Haizhang ZhangLiang ZhaoPublished in: CoRR (2011)
Keyphrases
- reproducing kernel hilbert space
- gaussian kernels
- reproducing kernel
- loss function
- uniform convergence
- kernel function
- learning theory
- data dependent
- kernel methods
- special case
- density estimation
- euclidean space
- covering numbers
- gaussian process
- learning problems
- input space
- pairwise
- data sets
- missing data
- metric learning
- distance measure
- domain adaptation
- least squares
- kernel matrix
- training set
- reinforcement learning
- learning algorithm
- representer theorem
- machine learning