Graph-based composite local Bregman divergences on discrete sample spaces.
Takafumi KanamoriTakashi TakenouchiPublished in: Neural Networks (2017)
Keyphrases
- bregman divergences
- information theoretic
- maximum entropy
- cost sensitive
- mahalanobis distance
- learning theory
- kl divergence
- loss function
- special case
- nearest neighbor
- semi supervised
- data dependent
- theoretical guarantees
- sample size
- support vector machine
- decision trees
- negative matrix factorization
- nonnegative matrix factorization
- exponential family