On Deep Unsupervised Active Learning.
Changsheng LiHandong MaZhao KangYe YuanXiaoyu ZhangGuoren WangPublished in: CoRR (2020)
Keyphrases
- active learning
- semi supervised
- supervised learning
- deep architectures
- unsupervised learning
- learning algorithm
- training examples
- selective sampling
- machine learning
- random sampling
- completely unsupervised
- deep learning
- unlabeled data
- learning strategies
- transfer learning
- data driven
- multiresolution
- active learning strategies
- imbalanced data classification
- e learning
- data sets
- music emotion classification
- annotation effort
- pool based active learning
- real time
- unsupervised manner
- semi supervised learning
- relevance feedback
- learning process
- training set
- case study
- decision trees