Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization.
Jingwei LiYuan LiJie TanChengbao LiuPublished in: Neural Networks (2024)
Keyphrases
- semi supervised
- active learning
- semi supervised learning
- supervised learning
- labeled data
- unlabeled data
- domain adaptation
- labeled examples
- machine learning
- domain independent
- domain specific
- pairwise
- semi supervised classification
- co training
- transfer learning
- semi supervised clustering
- pool based active learning
- learning algorithm
- multi view
- training set
- loss function
- labeled and unlabeled data
- pairwise constraints
- multi class
- learning strategies
- experimental design
- learning process
- subspace learning
- unsupervised learning
- label propagation
- feature selection
- training examples
- batch mode
- data sets