Deep Unsupervised Active Learning via Matrix Sketching.
Changsheng LiRongqing LiYe YuanGuoren WangDong XuPublished in: IEEE Trans. Image Process. (2021)
Keyphrases
- active learning
- semi supervised
- supervised learning
- unsupervised learning
- low rank
- deep architectures
- selective sampling
- relevance feedback
- random sampling
- machine learning
- singular value decomposition
- learning strategies
- data driven
- deep learning
- semi supervised learning
- supervised classification
- linear algebra
- training set
- imbalanced data classification
- unlabeled data
- data mining
- labeled data
- singular values
- unsupervised manner
- sample selection
- sketch recognition
- deep belief networks