Clustering with Bregman Divergences.
Arindam BanerjeeSrujana MeruguInderjit S. DhillonJoydeep GhoshPublished in: SDM (2004)
Keyphrases
- bregman divergences
- information theoretic
- clustering method
- squared euclidean distance
- clustering algorithm
- mahalanobis distance
- k means
- maximum entropy
- cost sensitive
- nonnegative matrix factorization
- nearest neighbor
- special case
- unsupervised learning
- learning theory
- exponential family
- loss function
- mutual information
- data dependent
- kl divergence
- data points