Semi-supervised clustering via information-theoretic markov chain aggregation.
Sophie StegerBernhard C. GeigerMarek SmiejaPublished in: SAC (2022)
Keyphrases
- information theoretic
- markov chain
- semi supervised clustering
- semi supervised
- mutual information
- background knowledge
- pairwise constraints
- metric learning
- transition probabilities
- semi supervised learning
- state space
- nonnegative matrix factorization
- k means
- labeled data
- document clustering
- active learning
- pairwise
- clustering algorithm
- unlabeled data
- machine learning
- dimensionality reduction
- information extraction