Bregman Divergences and the Self Organising Map.
Eunsong JangColin FyfeHanseok KoPublished in: IDEAL (2008)
Keyphrases
- bregman divergences
- cost sensitive
- information theoretic
- maximum entropy
- mahalanobis distance
- learning theory
- loss function
- exponential family
- kl divergence
- nearest neighbor
- theoretical guarantees
- special case
- nonnegative matrix factorization
- data dependent
- boosting algorithms
- negative matrix factorization
- training data
- noise model
- binary classification
- support vector
- feature selection
- closed form
- active learning
- parameter estimation
- distance measure
- principal component analysis
- upper bound