Semi-Supervised Active Clustering with Weak Oracles.
Taewan KimJoydeep GhoshPublished in: CoRR (2017)
Keyphrases
- semi supervised
- semi supervised clustering
- clustering algorithm
- constrained clustering
- active learning
- unsupervised learning
- clustering method
- instance level constraints
- k means
- semi supervised learning
- categorical data
- supervised learning
- pairwise constraints
- labeled data
- multi view
- outlier detection
- information theoretic
- data clustering
- spectral clustering
- pairwise
- cluster analysis
- hierarchical clustering
- metric learning
- data sets
- co training
- machine learning
- clustering approaches
- semi supervised classification
- semi supervised clustering algorithm
- graph theoretic
- labeled examples
- distance metric
- dimensionality reduction
- training set
- information retrieval