An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic Semi-Supervised Learning Via Energy-Based Models.
Yunfu SongHuahuan ZhengZhijian OuPublished in: MLSP (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- number of labeled examples
- training set
- active learning
- training examples
- unlabeled data
- labeled data
- machine learning
- labeled training data
- manifold regularization
- labeled examples
- domain adaptation
- learning models
- probabilistic model
- semi supervised classification
- learning problems
- data mining
- decision trees
- co training
- transfer learning
- supervised methods
- prior knowledge
- covariate shift
- unsupervised learning