ASCENT: Active Supervision for Semi-Supervised Learning.
Yanchao LiYongli WangDong-Jun YuNing YePeng HuRuxin ZhaoPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- semi supervised learning
- semi supervised
- active learning
- labeled data
- unlabeled data
- machine learning
- supervised learning
- learning problems
- manifold regularization
- co training
- training data
- unsupervised learning
- graph based semi supervised learning
- semi supervised learning methods
- semi supervised classification
- labeled and unlabeled data
- learning models
- domain adaptation
- data points
- label propagation
- regularization framework
- improve the classification accuracy
- high dimensional
- unlabeled samples
- computer vision
- real world
- data sets