A Kernel Approach to Comparing Distributions.
Arthur GrettonKarsten M. BorgwardtMalte J. RaschBernhard SchölkopfAlexander J. SmolaPublished in: AAAI (2007)
Keyphrases
- kernel function
- feature space
- probability distribution
- random variables
- component analysis
- kernel density estimation
- kernel machines
- kernel matrix
- partial least squares regression
- mutual subspace method
- exponential distributions
- heavy tailed
- positive definite
- data sets
- gaussian processes
- gaussian distribution
- special case
- image segmentation