When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets.
Hong-Yu ZhouAvital OliverJianxin WuYefeng ZhengPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- transfer learning
- labeled data
- unlabeled data
- supervised learning
- semi supervised
- learning models
- learning tasks
- active learning
- machine learning
- labeled examples
- labeled training data
- cross domain
- domain adaptation
- unsupervised learning
- knowledge transfer
- text categorization
- graph transduction
- semi supervised learning methods
- training examples
- training and test data
- reinforcement learning
- co training
- training data
- supervised methods
- learning problems
- graph based semi supervised learning
- learning algorithm
- transfer knowledge
- multi view learning
- text classification
- prior knowledge
- multi task
- machine learning algorithms
- model selection
- data sets
- label propagation
- object recognition
- class labels
- training set
- pairwise
- collaborative filtering