Topological data analysis with Bregman divergences.
Herbert EdelsbrunnerHubert WagnerPublished in: J. Comput. Geom. (2018)
Keyphrases
- bregman divergences
- data analysis
- cost sensitive
- information theoretic
- maximum entropy
- mahalanobis distance
- exponential family
- learning theory
- loss function
- nearest neighbor
- high dimensional data
- special case
- theoretical guarantees
- kl divergence
- nonnegative matrix factorization
- mixture model
- log likelihood
- mutual information
- machine learning
- euclidean distance
- maximum likelihood
- graphical models
- boosting algorithms