Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning.
Meng LiuNate VeldtHaoyu SongPan LiDavid F. GleichPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised clustering
- clustering algorithm
- dirichlet process mixture models
- supervised learning
- machine learning
- instance level constraints
- clustering method
- active learning
- graph construction
- semi supervised classification
- manifold regularization
- pairwise
- cluster analysis
- learning models
- improve the classification accuracy
- data clustering
- co training
- regularization framework
- k means
- training data
- graph based semi supervised learning
- label propagation
- semi supervised learning algorithms
- pairwise constraints
- spectral clustering
- data points
- similarity measure
- data sets
- expectation maximization
- semi definite programming
- labeled and unlabeled data
- metric learning