Generalizing Skew Jensen Divergences and Bregman Divergences With Comparative Convexity.
Frank NielsenRichard NockPublished in: IEEE Signal Process. Lett. (2017)
Keyphrases
- bregman divergences
- convexity properties
- cost sensitive
- maximum entropy
- information theoretic
- mahalanobis distance
- loss function
- exponential family
- relative entropy
- kl divergence
- learning theory
- nearest neighbor
- special case
- theoretical guarantees
- squared euclidean distance
- data dependent
- boosting algorithms
- convex hull
- decision trees
- multi class
- information theory
- mutual information