Two Efficient Training Strategies for DyDaSL: A Dynamic Data Stream Learner Framework with Semi-Supervised Learning.
Arthur C. GorgônioAnne M. P. CanutoArthur MedeirosKarliane M. O. ValeFlavius L. GorgônioPublished in: ICMLA (2023)
Keyphrases
- semi supervised learning
- supervised learning
- manifold regularization
- semi supervised
- unlabeled data
- data streams
- labeled data
- discriminative models
- regularization framework
- labeled training data
- active learning
- unsupervised learning
- semi supervised classification
- multi view learning
- training set
- machine learning
- training examples
- co training
- graph based semi supervised learning
- label propagation
- training data
- number of labeled examples
- semi supervised learning algorithms
- labeled and unlabeled data
- labeled examples
- natural language processing
- probabilistic model
- learning process
- e learning