Information Theoretic Clustering of Sparse Co-Occurrence Data.
Inderjit S. DhillonYuqiang GuanPublished in: ICDM (2003)
Keyphrases
- information theoretic
- co occurrence
- information theory
- data points
- mutual information
- information theoretic measures
- spectral clustering
- high dimensional data
- similarity matrix
- statistical methods
- theoretic framework
- sparse representation
- data mining
- mixture model
- kullback leibler divergence
- relative entropy
- information bottleneck
- jensen shannon divergence
- unsupervised learning
- occurrence frequency