Topological Data Analysis with Bregman Divergences.
Herbert EdelsbrunnerHubert WagnerPublished in: SoCG (2017)
Keyphrases
- bregman divergences
- data analysis
- cost sensitive
- information theoretic
- maximum entropy
- loss function
- mahalanobis distance
- nearest neighbor
- learning theory
- exponential family
- data mining
- kl divergence
- special case
- theoretical guarantees
- data dependent
- boosting algorithms
- euclidean distance
- mutual information
- feature space