Dual Mutual Information Constraints for Discriminative Clustering.
Hongyu LiLefei ZhangKehua SuPublished in: AAAI (2023)
Keyphrases
- mutual information
- information theoretic
- feature selection
- clustering algorithm
- unsupervised learning
- information theoretic measures
- clustering method
- image registration
- similarity measure
- semi supervised clustering
- constrained clustering
- k means
- instance level constraints
- semi supervised
- criterion function
- self organizing maps
- information gain
- mutual information maximization
- normalized mutual information
- pairwise constraints
- constrained optimization
- document clustering
- cluster analysis
- outlier detection
- similarity function
- conditional mutual information
- feature extraction
- machine learning