Maximizing the Bregman divergence from a Bregman family.
Johannes RauhPublished in: Kybernetika (2020)
Keyphrases
- bregman divergences
- cost sensitive
- special case
- information theoretic
- maximum entropy
- relative entropy
- learning theory
- exponential family
- loss function
- mahalanobis distance
- theoretical guarantees
- nearest neighbor
- boosting algorithms
- squared euclidean distance
- kl divergence
- data dependent
- nonnegative matrix factorization
- active learning
- multi class
- graphical models
- mutual information
- support vector machine
- image restoration
- probabilistic model
- principal component analysis