Semi-supervised learning made simple with self-supervised clustering.
Enrico FiniPietro AstolfiKarteek AlahariXavier Alameda-PinedaJulien MairalMoin NabiElisa RicciPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- unsupervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised clustering
- supervised learning
- semi supervised classification
- machine learning
- co training
- clustering algorithm
- active learning
- learning models
- graph construction
- label propagation
- manifold regularization
- training data
- graph based semi supervised learning
- semi supervised learning algorithms
- instance level constraints
- dirichlet process mixture models
- k means
- transfer learning
- data points
- semi definite programming
- cluster analysis
- domain adaptation
- pairwise constraints
- unsupervised clustering
- pairwise
- regularization framework
- object recognition
- document clustering
- spectral clustering
- clustering method
- learning algorithm