Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates.
Jeff CalderDejan SlepcevMatthew ThorpePublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- rates of convergence
- label propagation
- unsupervised learning
- semi supervised
- active learning
- unlabeled data
- labeled data
- supervised learning
- machine learning
- expectation maximization
- decision boundary
- learning problems
- labeled and unlabeled data
- training data
- labeled examples
- co training
- transfer learning
- learning process
- support vector
- pattern classification
- data mining
- domain adaptation
- generative model
- maximum likelihood
- text classification
- image segmentation