An approximation to the distribution of finite sample size mutual information estimates.
Bernhard GoebelZaher DawyJoachim HagenauerJakob C. MüllerPublished in: ICC (2005)
Keyphrases
- mutual information
- finite sample
- parzen window
- error bounds
- sample size
- information theoretic
- statistical learning theory
- nearest neighbor
- uniform convergence
- image registration
- probability density function
- similarity measure
- importance sampling
- theoretical analysis
- random variables
- density estimation
- supervised classification
- feature selection
- support vector machine
- density function
- generalization error
- probability distribution
- high dimensional
- worst case