Function Classes That Approximate the Bayes Risk.
Ingo SteinwartDon R. HushClint ScovelPublished in: COLT (2006)
Keyphrases
- bayes risk
- reproducing kernel hilbert space
- loss function
- upper and lower bounds
- linear functions
- sample complexity
- posterior probability
- euclidean space
- vc dimension
- support vector
- approximation error
- domain adaptation
- input space
- kernel function
- linear model
- learning theory
- kernel methods
- target function
- machine learning