Efficiently learning the graph for semi-supervised learning.
Dravyansh SharmaMaxwell JonesPublished in: UAI (2023)
Keyphrases
- semi supervised learning
- supervised learning
- learning problems
- semi supervised
- unsupervised learning
- semi supervised classification
- graph based semi supervised learning
- labeled and unlabeled data
- label propagation
- co training
- labeled data
- unlabeled data
- active learning
- learning models
- learning process
- machine learning
- graph construction
- graph laplacian
- domain adaptation
- graph transduction
- learning tasks
- incremental learning
- multi view learning
- transfer learning
- reinforcement learning
- supervised learning algorithms
- semi supervised learning algorithms
- boosting framework
- covariate shift
- data sets
- class labels
- pairwise
- bayesian networks
- feature extraction
- data mining