Topological Data Analysis with Bregman Divergences.
Herbert EdelsbrunnerHubert WagnerPublished in: CoRR (2016)
Keyphrases
- bregman divergences
- data analysis
- cost sensitive
- maximum entropy
- information theoretic
- exponential family
- nearest neighbor
- loss function
- learning theory
- mahalanobis distance
- kl divergence
- nonnegative matrix factorization
- special case
- theoretical guarantees
- data dependent
- multi class
- data mining
- boosting algorithms
- machine learning
- negative matrix factorization
- closed form
- feature selection