Measuring Statistical Dependence with Hilbert-Schmidt Norms.
Arthur GrettonOlivier BousquetAlexander J. SmolaBernhard SchölkopfPublished in: ALT (2005)
Keyphrases
- statistical dependence
- reproducing kernel hilbert space
- hilbert schmidt
- loss function
- kernel methods
- euclidean space
- special case
- learning theory
- mutual information
- density estimation
- kernel function
- data dependent
- domain adaptation
- input space
- gaussian process
- real valued
- distance measure
- learning problems
- metric learning
- shape analysis
- support vector
- markov random field
- least squares
- pairwise