Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning.
Meng LiuNate VeldtHaoyu SongPan LiDavid F. GleichPublished in: WWW (2021)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised clustering
- supervised learning
- clustering algorithm
- dirichlet process mixture models
- graph construction
- pairwise
- active learning
- data clustering
- instance level constraints
- machine learning
- semi supervised classification
- k means
- manifold regularization
- pairwise constraints
- learning models
- clustering method
- improve the classification accuracy
- data points
- training data
- label propagation
- graph based semi supervised learning
- regularization framework
- spectral clustering
- transfer learning
- co training
- domain adaptation
- multi view learning
- semi supervised learning methods
- information retrieval
- supervised classification
- cluster analysis
- text classification
- learning algorithm
- document clustering
- high dimensionality
- probabilistic model